Nebojša Bačanin Džakula
Univerzitet Singidunum
Biografija
Nebojša Bačanin Džakula je rođen 13.01.1983. u Beogradu, Srbija.
Naslov doktorske disertacije: "Unapređenje hibridizacijom metaheuristika inteligencije rojeva za rešavanje problema globalne optimizacije".
Mentor: prof. dr Milan Tuba
Član Komisije: Professor Xin-She Yang (University of Cambridge, London, UK)
Član Komisije: prof. dr Miodrag Živković
Član Komisije: prof. dr Đorđe Dugošija
Google Scholar Profil: https://scholar.google.com/citations?user=OWHTkaQAAAAJ&hl=en
ResearchGate Profil: https://www.researchgate.net/profile/Nebojsa_Bacanin
Industrijski sertifikati
Microsoft: MOS 2007 Master, MOS 2013 Master, MCSA Windows Server 2008, MCITP Windows Server 2008, MCSA Windows Server 2012
CompTIA: A+ ce, Network + ce, Security + ce, Linux + ce
HP: ATA – Connected Devices, ATA – Networks, ATA – Servers & Storage, ATA – Cloud, ATA – IT for Business, ATA – IT Architect
Oracle: OCA SQL
Ostalo: Oracle Academy instructor - Java, Database Design, SQL Programming, PL/SQL Programming, Certiport testing center proctor, ECDL trainer
Obrazovanje
Doktorska disertacija
2009 – 2015
Matematički fakultet
Računarstvo
Bibliografija
Knjige
- Klaud računarstvo2021I. Štrumberger, N. Bačanin DŽakula, Klaud računarstvo, Univerzitet Singidunum, 2021
- Veb programiranje2021M. Dobrojević, N. Bačanin-Džakula, Veb programiranje, Univerzitet Singidunum, Beograd, 2021Otvori
- Programski jezici, veb servisi i napredno Java programiranje u Spring okruženju2019M. Živković, N. Bačanin Džakula, E. Tuba, Programski jezici, veb servisi i napredno Java programiranje u Spring okruženju, Univerzitet Singidunum, 2019
- Klaud računarstvo2018N. Bačanin DŽakula, I. Štrumberger, Klaud računarstvo, Univerzitet Singidunum, 2018
- RSS-AoA based Target Localization and Tracking in Wireless Sensor Networks2017S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, RSS-AoA based Target Localization and Tracking in Wireless Sensor Networks, River Publisher Series in Comunications, 2017Otvori
Radovi u časopisima
- Applying metaheuristic optimization for insider-threat detection using natural language processing2026T. Zivkovic, M. Zivkovic, L. Jovanovic, V. Simic, B. Radomirovic, T. Mzili, V. Zeljkovic, N. Bacanin, Applying metaheuristic optimization for insider-threat detection using natural language processing, International Journal of Data Science and Analytics, Vol. 22, No. 68, Feb, 2026Otvori
- Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm2026S. John Villoth, P. Dabic, T. Zivkovic, M. Zivkovic, S. Andjelic, M. Mravik, V. Simic, M. Abdel-Salam, N. Bacanin, Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm, Algorithms, Vol. 19, No. 2:130, pp. 1 - 39, Feb, 2026Otvori
- Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages2026L. Anicin, S. Andjelic, M. Markovic Blagojevic, D. Bulaja, M. Zivkovic, T. Zivkovic, M. Antonijevic, N. Bacanin, Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages, Frontiers in Computational Neuroscience, Vol. 20, No. 1731812, Feb, 2026Otvori
- Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm2026J. Cadjenovic Milovanovic, L. Babic, D. Jovanovic, M. Zivkovic, L. Jovanovic, M. Antonijevic, M. Abdel-Salam, N. Bacanin, Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm, Computational Economics, pp. 1 - 31, Jan, 2026Otvori
- Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristics2026T. Dogandzic, M. Zivkovic, L. Jovanovic, J. Perisic, M. Milovanovic, M. Antonijevic, M. Hammad, N. Bacanin, Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristics, Iran Journal of Computer Science, Vol. 9, No. 13, Jan, 2026Otvori
- Hospital Admission Classification of Cardiac Patients Utilizing Metaheuristics-Optimized Two Tier Framework2025P. Dabic, J. Petrovic, M. Zivkovic, T. Zivkovic, V. Simic, D. Pamucar, M. Dobrojevic, N. Bacanin, Hospital Admission Classification of Cardiac Patients Utilizing Metaheuristics-Optimized Two Tier Framework, International Journal of Computational Intelligence Systems, pp. 1 - 46, Dec, 2025Otvori
- Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms2025A. Petrovic, C. Stoean, R. Stoean, L. Jovanovic, N. Bacanin, V. Simic, M. Antonijevic, M. Zivkovic, S. Janicijevic, Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms, ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, pp. 1 - 24, Dec, 2025Otvori
- Exploring the applicability of decision trees and deep neural networks optimized by metaheuristics for predictive maintenance in milling2025A. Bozovic, L. Jovanovic, M. Dobrojevic, M. Antonijevic, N. Bacanin, E. Desnica, V. Simic, M. Zivkovic, Exploring the applicability of decision trees and deep neural networks optimized by metaheuristics for predictive maintenance in milling, The Journal of Supercomputing, Vol. 81, No. 1601, Nov, 2025Otvori
- A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification2025V. Radojcic, N. Bacanin, L. Jovanovic, M. Dobrojevic, V. Simic, D. Pamucar, M. Zivkovic, J. Kaljevic, A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification, Applied Soft Computing, No. 114179, Nov, 2025Otvori
- A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting2025L. Babic, L. Jovanovic, J. Cadjenovic, M. Mohamed Elsayed, M. Hammad, M. Zivkovic, V. Simic, N. Bacanin, A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting, Applied Soft Computing, No. 114143, Nov, 2025Otvori
- Attention augmented recurrent architectures for solar energy production forecasting2025V. Markovic, L. Jovanovic, M. Zivkovic, B. Radomirovic, A. Njegus, M. Abdel-Salam, V. Simic, N. Bacanin, Attention augmented recurrent architectures for solar energy production forecasting, Applied Soft Computing, No. 114119, Oct, 2025Otvori
- Tackling smart city security: deep learning approach utilizing feature selection and two-level cooperative framework optimized by adapted metaheuristics algorithm2025K. Kumpf, M. Cajic, V. Zeljkovic, M. Mravik, M. Zivkovic, J. Mani, V. Simic, N. Bacanin, Tackling smart city security: deep learning approach utilizing feature selection and two-level cooperative framework optimized by adapted metaheuristics algorithm, International Journal of Information Security, Vol. 24, No. 221, Oct, 2025Otvori
- Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security2025N. Savanovic, A. Bozovic, M. Antonijevic, G. Kvascev, B. Nikolic, K. Venkatachalam, N. Bacanin, M. Zivkovic, Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security, CONNECTION SCIENCE, Vol. 37, No. 1, Sep, 2025Otvori
- Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics2025M. Zivkovic, L. Jovanovic, V. Jocovic, B. Nikolic, V. Zeljkovic, M. Abdel-Salam, M. Mravik, S. Muthusamy, N. Bacanin, Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics, Cluster Computing, Vol. 28, No. 705, pp. 1 - 55, Sep, 2025Otvori
- Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks2025L. Jovanovic, N. Bacanin, A. Petrovic, M. Zivkovic, M. Antonijevic, V. Gajic, M. Mohamed Elsayed, M. Abouhawwash, Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks, Sustainable Computing: Informatics and Systems, No. 101174, Aug, 2025Otvori
- A convolutional neural network-enhanced attack detection framework with explainable artificial intelligence for internet of things-based metaverse security2025A. Jokic, M. Zivkovic, L. Jovanovic, M. Mravik, M. Sarac, V. Simic, M. Khan, N. Bacanin, A convolutional neural network-enhanced attack detection framework with explainable artificial intelligence for internet of things-based metaverse security, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 158, Part B, No. 111358, Jun, 2025Otvori
- Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing2025M. Todorovic, S. Kozakijevic, L. Jovanovic, L. Babic, M. Antonijevic, V. Zeljkovic, M. Zivkovic, N. Bacanin, Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing, SN Computer Science, Vol. 6, No. 573, Jun, 2025Otvori
- Gasoline and Crude Oil Price Prediction using Multi-headed Variational Neighbour Search-tuned Recurrent Neural Networks2025M. Kljajic, V. Mizdrakovic, L. Jovanovic, N. Bacanin, V. Simic, D. Pamucar, M. Zivkovic, Gasoline and Crude Oil Price Prediction using Multi-headed Variational Neighbour Search-tuned Recurrent Neural Networks, Computational Economics, pp. 1 - 36, May, 2025Otvori
- Towards sustainable societies: Convolutional neural networks optimized by modified crayfish optimization algorithm aided by AdaBoost and XGBoost for waste classification tasks2025A. Tasic, L. Jovanovic, N. Bacanin, M. Zivkovic, V. Simic, M. Popovic, M. Antonijevic, Towards sustainable societies: Convolutional neural networks optimized by modified crayfish optimization algorithm aided by AdaBoost and XGBoost for waste classification tasks, Applied Soft Computing, No. 113086, Apr, 2025Otvori
- Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard Optimizer2025D. Bulaja, T. Zivkovic, M. Pavkovic, V. Zeljkovic, N. Jovic, B. Radomirovic, M. Zivkovic, N. Bacanin, Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard Optimizer, Journal of Industrial Intelligence, Vol. 3, No. 1, pp. 251 - 261, Mar, 2025Otvori
- Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory2025F. Markovic, L. Jovanovic, P. Spalevic, J. Kaljevic, M. Zivkovic, V. Simic, H. Shaker, N. Bacanin, Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory, NEURAL PROCESSING LETTERS, Vol. 57, No. 14, pp. 1 - 29, Feb, 2025Otvori
- A Halton enhanced solution-based Human Evolutionary Algorithm for complex optimization and advanced feature selection problems2025M. Abdel-Salam, A. Chhabra, M. Braik, F. Soleimanian Gharehchopogh, N. Bacanin, A Halton enhanced solution-based Human Evolutionary Algorithm for complex optimization and advanced feature selection problems, KNOWLEDGE-BASED SYSTEMS, Vol. 113062, Feb, 2025Otvori
- Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction2025J. Philipose Villoth, M. Zivkovic, T. Zivkovic, M. Abdel-Salam, M. Hammad, L. Jovanovic, V. Simic, N. Bacanin, Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction, NEUROCOMPUTING, Vol. 630, No. 129695, Feb, 2025Otvori
- Photovoltaic Farm Production Forecasting: Modified Metaheuristic Optimized Long Short-Term Memory Based Networks Approach2025A. Stojkovic, B. Nikolic, M. Zivkovic, N. Bacanin, Photovoltaic Farm Production Forecasting: Modified Metaheuristic Optimized Long Short-Term Memory Based Networks Approach, IEEE Access, Feb, 2025Otvori
- Blockchain technology for a trustworthy social credit system: implementation and enforcement perspectives2025R. Damaševičius, N. Bacanin, A. Nayyar, Blockchain technology for a trustworthy social credit system: implementation and enforcement perspectives, Cluster Computing, Vol. 28, No. 3, pp. 162 - 162, Jan, 2025Otvori
- Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework2025M. Antonijevic, M. Zivkovic, M. Djuric Jovicic, B. Nikolic, J. Perisic, M. Milovanovic, L. Jovanovic, M. Abdel-Salam, N. Bacanin, Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework, Scientific Reports, Vol. 15, No. 3555, pp. 1 - 31, Jan, 2025Otvori
- Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting2025A. Jovanovic, L. Jovanovic, M. Zivkovic, N. Bacanin, V. Simic, D. Pamucar, M. Antonijevic, Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting, JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, No. 104048, pp. 1 - 44, Jan, 2025Otvori
- Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm2024L. Babic, V. Zeljkovic, L. Jovanovic, S. Ivanovic, A. Djordjevic, M. Zivkovic, T. Zivkovic, N. Bacanin, Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm, Journal of Industrial Intelligence, Vol. 2, No. 4, pp. 230 - 238, Dec, 2024Otvori
- Optimizing Lightweight Recurrent Networks for Solar Forecasting in TinyML: Modified Metaheuristics and Legal Implications2024G. Popovic, Z. Spalevic, L. Jovanovic, M. Zivkovic, L. Stosic, N. Bacanin, Optimizing Lightweight Recurrent Networks for Solar Forecasting in TinyML: Modified Metaheuristics and Legal Implications, Energies, Vol. 18, No. 1:105, pp. 1 - 39, Dec, 2024Otvori
- Audio analysis with convolutional neural networks and boosting algorithms tuned by metaheuristics for respiratory condition classification2024S. Purkovic, L. Jovanovic, M. Zivkovic, M. Antonijevic, E. Dolicanin, E. Tuba, M. Tuba, N. Bacanin, P. Spalevic, Audio analysis with convolutional neural networks and boosting algorithms tuned by metaheuristics for respiratory condition classification, Journal of King Saud University - Computer and Information Sciences, No. 102261, pp. 1 - 71, Dec, 2024Otvori
- Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction2024A. Jovanovic, N. Bacanin, L. Jovanovic, R. Damaševičius, M. Antonijevic, M. Zivkovic, J. Kaljevic, M. Dobrojevic, Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction, International Journal of Data Science and Analytics, pp. 1 - 19, Nov, 2024Otvori
- Consumer Feedback Sentiment Classification Improved Via Modified Metaheuristic Optimization Natural Language Processing2024S. Kozakijevic, L. Jovanovic, M. Mihajlovic, M. Antonijevic, N. Jankovic, B. Radomirovic, M. Zivkovic, N. Bacanin, A. Stoiljkovic, Consumer Feedback Sentiment Classification Improved Via Modified Metaheuristic Optimization Natural Language Processing, International Journal of Robotics and Automation Technology, Vol. 11, pp. 81 - 95, Nov, 2024Otvori
- Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles2024P. Dakic, M. Zivkovic, L. Jovanovic, N. Bacanin, M. Antonijevic, J. Kaljevic, V. Simic, Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles, Scientific Reports, Vol. 14, No. 22884, pp. 1 - 26, Oct, 2024Otvori
- Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers2024D. Mladenovic, M. Antonijevic, L. Jovanovic, V. Simic, M. Zivkovic, N. Bacanin, T. Zivkovic, J. Perisic, Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers, Scientific Reports, Vol. 14, No. 25731, pp. 1 - 39, Oct, 2024Otvori
- Cloud spot instance price forecasting multi-headed models tuned using modified PSO2024M. Salb, L. Jovanovic, A. El-sadai, N. Bacanin, V. Simic, D. Pamucar, M. Zivkovic, Cloud spot instance price forecasting multi-headed models tuned using modified PSO, Journal of King Saud University - Science, No. 103473, Oct, 2024Otvori
- Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting2024M. Dobrojevic, L. Jovanovic, L. Babic, M. Cajic, T. Zivkovic, M. Zivkovic, S. Muthusamy, M. Antonijevic, N. Bacanin, Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting, CMC-Computers, Materials & Continua, Vol. 80, No. 3, pp. 4997 - 5027, Sep, 2024Otvori
- Computer Vision Based Areal Photographic Rocket Detection using YOLOv8 Models2024L. Jovanovic, M. Antonijevic, J. Perisic, M. Milovanovic, M. Zivkovic, N. Budimirovic, N. Bacanin, Computer Vision Based Areal Photographic Rocket Detection using YOLOv8 Models, International Journal of Robotics and Automation Technology, Vol. 11, pp. 37 - 49, Sep, 2024Otvori
- Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets2024A. Petrovic, L. Jovanovic, N. Bacanin, M. Antonijevic, N. Savanovic, M. Zivkovic, M. Milovanovic, V. Gajic, Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets, Mathematics, Vol. 12, No. 18:2918, pp. 1 - 46, Sep, 2024Otvori
- Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change2024B. Radomirovic, N. Bacanin, L. Jovanovic, V. Simic, A. Njegus, D. Pamucar, M. Köppen, M. Zivkovic, Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change, Complex & Intelligent Systems, pp. 1 - 23, Aug, 2024Otvori
- Identifying and understanding student dropouts using metaheuristic optimized classifiers and explainable artificial intelligence techniques2024G. Radic, L. Jovanovic, N. Bacanin, M. Stankovic, V. Simic, M. Antonijevic, M. Zivkovic, Identifying and understanding student dropouts using metaheuristic optimized classifiers and explainable artificial intelligence techniques, IEEE Access, Vol. 12, pp. 122377 - 122400, Aug, 2024Otvori
- Forecasting bitcoin: Decomposition aided long short-term memory based time series modelling and its explanation with shapley values2024V. Mizdrakovic, M. Kljajic, M. Zivkovic, N. Bacanin, L. Jovanovic, M. Deveci, W. Pedrycz, Forecasting bitcoin: Decomposition aided long short-term memory based time series modelling and its explanation with shapley values, KNOWLEDGE-BASED SYSTEMS, Vol. 299, No. 112026, Jun, 2024Otvori
- Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures2024A. Petrovic, N. Bacanin, L. Jovanovic, J. Cadjenovic, J. Kaljevic, M. Zivkovic, M. Antonijevic, Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures, International Journal of Robotics and Automation Technology, Vol. 11, pp. 1 - 12, May, 2024Otvori
- Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction2024L. Jovanovic, M. Zivkovic, N. Bacanin, M. Dobrojevic, V. Simic, K. Sadasivuni, E. Tirkolaee, Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction, NEURAL COMPUTING AND APPLICATIONS, May, 2024Otvori
- Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics2024L. Jovanovic, R. Damaševičius, R. Matic, M. Kabiljo, V. Simic, G. Kunjadic, M. Antonijevic, M. Zivkovic, N. Bacanin, Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics, PeerJ Computer Science, No. 10:e2031, pp. 1 - 52, May, 2024Otvori
- Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics2024N. Bacanin, L. Jovanovic, R. Stoean, C. Stoean, M. Zivkovic, M. Antonijevic, M. Dobrojevic, Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics, Axioms, Vol. 13, No. 5:335, pp. 1 - 31, May, 2024Otvori
- Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks2024L. Jovanovic, M. Zivkovic, N. Bacanin, A. Bozovic, P. Bisevac, M. Antonijevic, Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks, International Journal of Hybrid Intelligent Systems, pp. 1 - 26, May, 2024Otvori
- Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification2024M. Stankovic, L. Jovanovic, A. Bozovic, N. Budimirovic, M. Zivkovic, N. Bacanin, Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification, International Journal of Hybrid Intelligent Systems, pp. 1 - 25, May, 2024Otvori
- Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models2024A. Petrovic, L. Jovanovic, K. Venkatachalam, M. Zivkovic, N. Bacanin, N. Budimirovic, Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models, International Journal of Hybrid Intelligent Systems, pp. 1 - 25, May, 2024Otvori
- Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models2024L. Jovanovic, N. Bacanin, V. Simic, D. Pamucar, M. Zivkovic, Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 133, No. 108463, Apr, 2024Otvori
- The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere2024N. Bacanin, M. Perisic, G. Jovanovic, R. Damaševičius, S. Stanisic, V. Simic, M. Zivkovic, A. Stojic, The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere, SCIENCE OF THE TOTAL ENVIRONMENT, No. 172195, Apr, 2024Otvori
- Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting2024M. Pavlov-Kagadejev, L. Jovanovic, N. Bacanin, M. Deveci, M. Zivkovic, M. Tuba, I. Strumberger, W. Pedrycz, Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting, ARTIFICIAL INTELLIGENCE REVIEW, Vol. 57, No. 45, pp. 1 - 57, Feb, 2024Otvori
- Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics2024A. Cuk, T. Bezdan, L. Jovanovic, M. Antonijevic, M. Stankovic, V. Simic, M. Zivkovic, N. Bacanin, Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics, Scientific Reports, Vol. 14, No. 4309, pp. 1 - 12, Feb, 2024Otvori
- Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting2024L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Dobrojevic, M. Salb, I. Strumberger, N. Bacanin, Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting, ADVANCES IN COMPUTERS, pp. 1 - 40, Feb, 2024Otvori
- Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets2024N. Bacanin, C. Stoean, D. Markovic, M. Zivkovic, T. A. Rashid, A. Chhabra, M. Sarac, Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets, MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1 - 41, Feb, 2024Otvori
- Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation2024R. Damaševičius, L. Jovanovic, A. Petrovic, M. Zivkovic, N. Bacanin, D. Jovanovic, M. Antonijevic, Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation, PeerJ Computer Science, No. 10:e1795, pp. 1 - 44, Jan, 2024Otvori
- Neurodegenerative Condition Detection Using Modified Metaheuristic for Attention Based Recurrent Neural Networks and Extreme Gradient Boosting Tuning2024J. Cincovic, Л. Јовановић, B. Nikolic, Nebojsa Bacanin, Neurodegenerative Condition Detection Using Modified Metaheuristic for Attention Based Recurrent Neural Networks and Extreme Gradient Boosting Tuning, IEEE Access, Vol. 12, 2024Otvori
- Psychometric components of the social acceptance toward end-of-life vehicles policy: A case study of Indonesia2024C. Sitinjak, V. Simic, R. Ismail, C. Musselwhite, Nebojsa Bacanin, Psychometric components of the social acceptance toward end-of-life vehicles policy: A case study of Indonesia, Transport Policy, Vol. 148, pp. 206 - 218, 2024Otvori
- A New FullEX Decision-Making Technique for Criteria Importance Assessment: An Application to the Sustainable Last-Mile Delivery Courier Selection2024S. Boskovic, L. Svadlenka, S. Jovcic, M. Dobrodolac, V. Simic, Nebojsa Bacanin, A New FullEX Decision-Making Technique for Criteria Importance Assessment: An Application to the Sustainable Last-Mile Delivery Courier Selection, IEEE Access, Vol. 11, 2024Otvori
- An Effective Hybrid Metaheuristic Algorithm for Solving Global Optimization Algorithms2024A. Seyyedabbasi, W. Tareq Tareq, Nebojsa Bacanin, An Effective Hybrid Metaheuristic Algorithm for Solving Global Optimization Algorithms, MULTIMEDIA TOOLS AND APPLICATIONS, 2024Otvori
- Deep learning assisted XRF spectra classification2024V. Andric, G. Kvascev, M. Cvetanovic, S. Stojanovic, Nebojsa Bacanin, M. Gajic-Kvascev, Deep learning assisted XRF spectra classification, Scientific Reports, 2024Otvori
- Performance evaluation methodology for gas turbine power plants using graph theory and combinatorics2024N. Dev, R. Kumar, R. Saha, A. Babbar, V. Simic, R. Kumar, Nebojsa Bacanin, Performance evaluation methodology for gas turbine power plants using graph theory and combinatorics, INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, Vol. 57, pp. 1286 - 1301, 2024Otvori
- A single-valued neutrosophic-based methodology for selecting warehouse management software in sustainable logistics systems2024K. Kara, G. Yalçın, V. Simic, İ. Önden, S. Edinsel, Nebojsa Bacanin, A single-valued neutrosophic-based methodology for selecting warehouse management software in sustainable logistics systems, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 129, No. 107626, 2024Otvori
- Enhancing patient information performance in internet of things-based smart healthcare system: Hybrid artificial intelligence and optimization approaches2024A. Ala, V. Simic, D. Pamucar, Nebojsa Bacanin, Enhancing patient information performance in internet of things-based smart healthcare system: Hybrid artificial intelligence and optimization approaches, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 131, No. 107889, 2024Otvori
- A New Method for Detecting the Fatigue Using Automated Deep Learning Techniques for Medical Imaging Applications2024N. Sundar Gnanadesigan, G. Lincoln, N. Dhanasegar, S. Muthusamy, D. Kannan, S. Balasubramanian, Nebojsa Bacanin, K. Sadasivuni, A New Method for Detecting the Fatigue Using Automated Deep Learning Techniques for Medical Imaging Applications, WIRELESS PERSONAL COMMUNICATIONS, Vol. 135, pp. 1009 - 1034, 2024Otvori
- Aczel Alsina t-norm and t-conorm-based aggregation operators under linguistic interval-valued intuitionistic fuzzy setting with application2024A. Siab, M. Ali Khan, M. Jan, V. Simic, Nebojsa Bacanin, T. Senapati, Aczel Alsina t-norm and t-conorm-based aggregation operators under linguistic interval-valued intuitionistic fuzzy setting with application, PeerJ Computer Science, Vol. 10, No. e1979, 2024Otvori
- Blood supply chain network design with lateral freight: A robust possibilistic optimization model2024A. Ala, v. Simic, Nebojsa Bacanin, E. Babaee Tirkolaee, Blood supply chain network design with lateral freight: A robust possibilistic optimization model, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 133, No. 108053, 2024Otvori
- Rooftop solar potential in micro, small, and medium size enterprises: An insight into renewable energy tapping by decision-making approach2024R. Kumar, R. Saha, V. Simic, N. Dev, R. Kuma, H. Banga, Nebojsa Bacanin, S. Singh, Rooftop solar potential in micro, small, and medium size enterprises: An insight into renewable energy tapping by decision-making approach, SOLAR ENERGY, Vol. 276, No. 112692, 2024Otvori
- Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data2023A. Minic, L. Jovanovic, N. Bacanin, C. Stoean, M. Zivkovic, P. Spalevic, A. Petrovic, M. Dobrojevic, R. Stoean, Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data, SENSORS, Vol. 23, No. 24:9878, pp. 1 - 18, Dec, 2023Otvori
- Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics2023L. Jovanovic, N. Bacanin, V. Simic, J. Mani, M. Zivkovic, M. Sarac, Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics, Soft Computing, pp. 1 - 20, Dec, 2023Otvori
- Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm2023N. Bacanin, V. Simic, M. Zivkovic, M. Alrasheedi, A. Petrovic, Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm, ANNALS OF OPERATIONS RESEARCH, Dec, 2023Otvori
- Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization2023B. Predic, L. Jovanovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, N. Budimirovic, M. Dobrojevic, Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization, Complex & Intelligent Systems, pp. 1 - 21, Nov, 2023Otvori
- Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection2023D. Pilcevic, M. Djuric Jovicic, M. Antonijevic, N. Bacanin, L. Jovanovic, M. Zivkovic, M. Dragovic, P. Bisevac, Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection, Frontiers in physiology, Vol. 14, No. 1267011, Nov, 2023Otvori
- Enhancing Internet of Things Network Security Using Hybrid CNN and XGBoost Model Tuned via Modified Reptile Search Algorithm2023M. Salb, L. Jovanovic, N. Bacanin, M. Antonijevic, M. Zivkovic, N. Budimirovic, L. Abualigah, Enhancing Internet of Things Network Security Using Hybrid CNN and XGBoost Model Tuned via Modified Reptile Search Algorithm, Applied Sciences, Vol. 13, No. 23:12687, pp. 1 - 20, Nov, 2023Otvori
- Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations2023T. Zivkovic, B. Nikolic, V. Simic, D. Pamucar, N. Bacanin, Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations, Applied Soft Computing, Vol. 146, No. 110659, Oct, 2023Otvori
- Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis2023M. Todorovic, N. Stanisic, M. Zivkovic, N. Bacanin, V. Simic, E. B. Tirkolaee, Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis, Applied Soft Computing, No. 110955, Oct, 2023Otvori
- Wall segmentation in 2D images using convolutional neural networks2023M. Bjekic, A. Lazovic, K. Venkatachalam, N. Bacanin, M. Zivkovic, G. Kvascev, B. Nikolic, Wall segmentation in 2D images using convolutional neural networks, PeerJ Computer Science, No. 9:e1565, pp. 1 - 18, Sep, 2023Otvori
- Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks2023A. Petrovic, R. Damaševičius, L. Jovanovic, A. Toskovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks, Applied Sciences, Vol. 13, No. 16:9181, pp. 1 - 28, Aug, 2023Otvori
- Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning2023N. Savanović, A. Toskovic, A. Petrovic, M. Zivkovic, R. Damaševičius, L. Jovanovic, N. Bacanin, B. Nikolic, Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning, Sustainability, Vol. 15, No. 16:12563, pp. 1 - 29, Aug, 2023Otvori
- Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning2023L. Jovanovic, D. Jovanovic, M. Antonijevic, B. Nikolic, N. Bacanin, M. Zivkovic, I. Strumberger, Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning, Journal of Web Engineering, Vol. 22, No. 3, pp. 543 - 574, Jul, 2023Otvori
- Text Document Clustering by Improved Sine Cosine Algorithm2023B. Radomirović, V. Jovanović, B. Nikolić, S. Stojanović, K. Venkatachalam, M. Zivkovic, A. Njeguš, N. Bacanin, I. Strumberger, Text Document Clustering by Improved Sine Cosine Algorithm, Information Technology and Control, Vol. 52, No. 2, pp. 541 - 561, Jul, 2023Otvori
- Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection2023N. Bacanin, M. Zivkovic, M. Antonijevic, K. Venkatachalam, J. Lee, Y. Nam, M. Marjanovic, I. Strumberger, M. Abouhawwash, Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection, Complex & Intelligent Systems, pp. 1 - 36, Jun, 2023Otvori
- Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach2023M. Dobrojevic, M. Zivkovic, A. Chhabra, N. S. Sani, N. Bacanin, M. Mohd Amin, Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach, PeerJ Computer Science, No. 9:e1405, pp. 1 - 47, Jun, 2023Otvori
- Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks2023N. Bacanin, L. Jovanovic, M. Zivkovic, K. Venkatachalam, M. Antonijevic, M. Deveci, I. Strumberger, Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks, INFORMATION SCIENCES, No. 119122, pp. 1 - 34, May, 2023Otvori
- Tuned long short-term memory model for Ethereum price forecasting through an arithmetic optimization algorithm2023L. Jovanovic, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, P. Bisevac, Tuned long short-term memory model for Ethereum price forecasting through an arithmetic optimization algorithm, International Journal of Hybrid Intelligent Systems, pp. 1 - 17, May, 2023Otvori
- Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate2023G. Jovanovic, M. Perisic, N. Bacanin, M. Zivkovic, S. Stanisic, I. Strumberger, F. Alimpic, A. Stojic, Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate, Toxics, Vol. 11, No. 4, 394, pp. 1 - 25, Apr, 2023Otvori
- DWFH: An improved data-driven deep weather forecasting hybrid model using Transductive Long Short Term Memory (T-LSTM)2023K. Venkatachalam, P. Trojovský, D. Pamucar, Nebojsa Bacanin, V. Simic, DWFH: An improved data-driven deep weather forecasting hybrid model using Transductive Long Short Term Memory (T-LSTM), EXPERT SYSTEMS WITH APPLICATIONS, Vol. 213, pp. 119270 - 119270, Apr, 2023
- An Alternative Ranking Order Method Accounting for Two-Step Normalization (AROMAN)–A Case Study of the Electric Vehicle Selection Problem2023S. Bosković, L. Švadlenka, S. Jovčić, M. Dobrodolac, V. Simić, Nebojsa Bacanin, An Alternative Ranking Order Method Accounting for Two-Step Normalization (AROMAN)–A Case Study of the Electric Vehicle Selection Problem, IEEE Access, Vol. 10, Apr, 2023
- IoT Integrated Edge Platform for Secure Industrial Application with Deep Learning2023S. B. Balaji, W. Paja, M. Antonijevic, C. Stoean, N. Bacanin, M. Zivkovic, IoT Integrated Edge Platform for Secure Industrial Application with Deep Learning, Human-centric Computing and Information Sciences, Vol. 13, No. 19, pp. 1 - 18, Apr, 2023Otvori
- Quasi-reflection Learning Arithmetic Optimization Algorithm Firefly Search for Feature Selection2023N. Bacanin, N. Budimirovic, K. Venkatachalam, H. Shaker Jassim, M. Zivkovic, S.S. Askar, M. Abouhawwash, Quasi-reflection Learning Arithmetic Optimization Algorithm Firefly Search for Feature Selection, Heliyon, Vol. 9, No. e15378, pp. 1 - 14, Apr, 2023Otvori
- A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset2023N. Bacanin, K. Venkatachalam, T. Bezdan, M. Zivkovic, M. Abouhawwash, A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset, MICROPROCESSORS AND MICROSYSTEMS, Vol. 98, No. 104778, pp. 1 - 21, Apr, 2023Otvori
- Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.02023L. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, B. Jovanovic, M. Bogicevic Sretenovic, I. Strumberger, Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0, Expert Systems, No. e13293, pp. 1 - 33, Mar, 2023Otvori
- Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation2023C. Stoean, M. Zivkovic, A. Bozovic, N. Bacanin, R. Strulak-Wójcikiewicz, M. Antonijevic, R. Stoean, Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation, Axioms, Vol. 12, No. 3, 266, pp. 1 - 33, Mar, 2023Otvori
- Novel chaotic oppositional fruit fly optimization algorithm for feature selection applied on COVID 19 patients’ health prediction2023Nebojsa Bacanin, N. Budimirovic, Ivana Strumberger, A. Adel Fahad Alrasheed, M. Abouhawwash, Novel chaotic oppositional fruit fly optimization algorithm for feature selection applied on COVID 19 patients’ health prediction, PLOS ONE, Vol. 17, No. 10, pp. e0275727 - e0275727, Feb, 2023
- A survey on dragonfly algorithm and its applications in engineering2023C. Rahman, T. Rashi, A. Alsadoon, Nebojsa Bacanin, P. Fattah, S. Mirjalili, A survey on dragonfly algorithm and its applications in engineering, Evolutionary Intelligence, Vol. 16, No. 1, pp. 1 - 21, Feb, 2023
- On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting2023N. Bacanin, C. Stoean, M. Zivkovic, M. Rakic, R. Strulak-Wójcikiewicz, R. Stoean, On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting, Energies, Vol. 16, No. 3, 1434, pp. 1 - 21, Feb, 2023Otvori
- The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate2023L. Jovanovic, G. Jovanovic, M. Perisic, F. Alimpic, S. Stanisic, N. Bacanin, M. Zivkovic, A. Stojic, The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate, Atmosphere, Vol. 14, No. 1, 109, pp. 1 - 27, Jan, 2023Otvori
- Blockchain-enabled K-harmonic framework for industrial IoT-based systems2023K. Baalamurugan, Nebojsa Bacanin, K. Venkatachalam, S. Askar, M. Abouhawwash, Blockchain-enabled K-harmonic framework for industrial IoT-based systems, Scientific Reports, Vol. 18, No. 1, pp. 1004 - 1004, Jan, 2023
- Bimodal HAR-An efficient approach to human activity analysis and recognition using bimodal hybrid classifiers2023K. Venkattachalam, Z. Yang, P. Trojovský, Nebojsa Bacanin, M. Deveci, W. Ding, Bimodal HAR-An efficient approach to human activity analysis and recognition using bimodal hybrid classifiers, INFORMATION SCIENCES, Vol. 628, pp. 542 - 557, Jan, 2023Otvori
- A New Criteria Importance Assessment (CIMAS) Method in Multi-Criteria Group Decision-Making: Criteria Evaluation for Supplier Selection2023S. Boskovic, S. Jovicic, V. Simic, L. Svadlen, M. Dobrodolac, Nebojsa Bacanin, A New Criteria Importance Assessment (CIMAS) Method in Multi-Criteria Group Decision-Making: Criteria Evaluation for Supplier Selection, Facta Universitatis, Series: Mechanical Engineering, 2023Otvori
- An Alternative Ranking Order Method Accounting for Two-Step Normalization (AROMAN)—A Case Study of the Electric Vehicle Selection Problem2023S. Boskovic, L. Svadlenka, S. Jovcic, M. Dobrodolac, V. Simic, Nebojsa Bacanin, An Alternative Ranking Order Method Accounting for Two-Step Normalization (AROMAN)—A Case Study of the Electric Vehicle Selection Problem, IEEE Access, Vol. 11, pp. 39496 - 39507, 2023Otvori
- Software System for Automatic Grading of Paper Tests2023V. Jocovic, B. Nikolic, Nebojsa Bacanin, Software System for Automatic Grading of Paper Tests, ELECTRONICS, 2023Otvori
- Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations2023T. Zivkovic, B. Nikolic, V. Simic, D. Pamucar, Nebojsa Bacanin, Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations, Applied Soft Computing, Vol. 146, No. 110659, 2023Otvori
- Computational framework for the evaluation of the composition and degradation state of metal heritage assets by deep learning2023R. Stoean, Nebojsa Bacanin, C. Stoean, L. Ionescu, M. Atencia, G. Joya, Computational framework for the evaluation of the composition and degradation state of metal heritage assets by deep learning, JOURNAL OF CULTURAL HERITAGE, Vol. 64, pp. 198 - 206, 2023Otvori
- Analyzing Information Security Factors in Adoption of Intelligent Technologies for Medical Waste Management Systems2023J. Tang, Q. Zheng, W. Wang, M. Deveci, Nebojsa Bacanin, A. Zaidan, Analyzing Information Security Factors in Adoption of Intelligent Technologies for Medical Waste Management Systems, IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, Vol. 70, No. 1, 2023Otvori
- From Sensors to Safety: Internet of Emergency Services (IoES) for Emergency Response and Disaster Management2023R. Damaševičius, Nebojsa Bacanin, S. Misra, From Sensors to Safety: Internet of Emergency Services (IoES) for Emergency Response and Disaster Management, Journal of Sensor and Actuator Networks, Vol. 12, No. 3, pp. 41 - 41, 2023Otvori
- Distance Learning in Difficult Conditions Due to the Pandemic State of Emergency2023M. Mravik, M. Šarac, Nebojsa Bacanin, S. Adamović, Distance Learning in Difficult Conditions Due to the Pandemic State of Emergency, Journal of Internet technology, Vol. 24, No. 3, 2023
- Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator2022L. Jovanovic, D. Jovanovic, N. Bacanin, A. Jovancai Stakic, M. Antonijevic, H. Magd, R. Thirumalaisamy, M. Zivkovic, Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator, Sustainability, Vol. 14, No. 21, pp. 1 - 29, Nov, 2022Otvori
- Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model2022M. Sarac, M. Mravik, D. Jovanovic, I. Strumberger, M. Zivkovic, N. Bacanin, Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model, JOURNAL OF ELECTRONIC IMAGING, Vol. 32, No. 2, 021406, pp. 1 - 10, Nov, 2022Otvori
- Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images2022M. Zivkovic, N. Bacanin, M. Antonijevic, B. Nikolic, G. Kvascev, M. Marjanovic, N. Savanovic, Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images, ELECTRONICS, Vol. 11, No. 22, 3798, pp. 1 - 30, Nov, 2022Otvori
- Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering2022N. Bacanin, M. Zivkovic, C. Stoean, M. Antonijevic, S. Janicijevic, M. Sarac, I. Strumberger, Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering, Mathematics, Vol. 10, No. 22, pp. 1 - 32, Nov, 2022Otvori
- Harmony search: Current studies and uses on healthcare systems2022M. T Abdulkhaleq, T. Rashid, A. Alsadoon, B. A Hassan, M. Mohammadi, J. Jaza, A. Chhabra, S. L Ali, R. N Othman, H. A Hasan, S. Azad, N. A Mahmood, S. Sivan, H. Hezha, S. Vimal, Nebojsa Bacanin, Harmony search: Current studies and uses on healthcare systems, ARTIFICIAL INTELLIGENCE IN MEDICINE, Vol. 5, pp. 102348 - 102348, Jul, 2022
- Secure blockchain enabled Cyber-Physical health systems using ensemble convolution neural network classification2022M. Ramanan, L. Singh, A. Kumar, A. Suresh, A. Sampathkumar, V. Jain, N. Bacanin, Secure blockchain enabled Cyber-Physical health systems using ensemble convolution neural network classification, COMPUTERS & ELECTRICAL ENGINEERING, Vol. 101, pp. 108058 - 108058, Jul, 2022Otvori
- Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments2022M. Antonijevic, I. Stumberger, S. Lazarevic, N. Bacanin, Dj. Mladenovic, D. Jovanovic, Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments, JOURNAL OF ELECTRONIC IMAGING, Vol. 31, No. 6, pp. 1 - 13, Jun, 2022
- Tuning Machine Learning Models Using a Group Search Firefly Algorithm for Credit Card Fraud Detection2022D. Jovanovic, M. Antonijevic, M. Stankovic, M. Zivkovic, M. Tanaskovic, N. Bacanin, Tuning Machine Learning Models Using a Group Search Firefly Algorithm for Credit Card Fraud Detection, Mathematics, Vol. 10, No. 13, pp. 1 - 30, Jun, 2022Otvori
- Multi-Swarm Algorithm for Extreme Learning Machine Optimization2022N. Bacanin, C. Stoean, M. Zivkovic, D. Jovanovic, M. Antonijevic, D. Mladenovic, Multi-Swarm Algorithm for Extreme Learning Machine Optimization, SENSORS, Vol. 22, No. 11, pp. 1 - 34, May, 2022Otvori
- Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic2022A. Chhabra, K. Huang, N. Bačanin, T. Rashid, Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic, JOURNAL OF SUPERCOMPUTING, Vol. 78, No. 7, pp. 9121 - 9183, May, 2022
- Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes2022N. Bacanin, M. Antonijevic, T. Bezdan, M. Zivkovic, K. Venkatachalam, S. Malebary, Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes, Cluster Computing, pp. 1 - 12, May, 2022Otvori
- Federated Learning-Based Privacy Preservation with Blockchain Assistance in IoT 5G Heterogeneous Networks2022S. Arumugam, S. Shandilya, Nebojsa Bacanin, Federated Learning-Based Privacy Preservation with Blockchain Assistance in IoT 5G Heterogeneous Networks, Journal of Web Engineering, Apr, 2022
- Federated Learning-Based Privacy Preservation with Blockchain Assistance in IoT 5G Heterogeneous Networks2022S. Arumugam, S. Kumar Shandilya, N. Bacanin, Federated Learning-Based Privacy Preservation with Blockchain Assistance in IoT 5G Heterogeneous Networks, Journal of Web Engineering, pp. 1323 - 1346, Apr, 2022Otvori
- Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification2022M. Zivkovic, M. Tair, K. Venkatachalam, N. Bacanin, S. Hubálovský, P. Trojovský, Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification, PeerJ Computer Science, No. 8:e956, pp. 1 - 38, Apr, 2022Otvori
- Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification2022T. Bezdan, M. Zivkovic, N. Bacanin, A. Chhabra, M. Suresh, Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification, JOURNAL OF COMPUTATIONAL BIOLOGY, pp. 1 - 15, Apr, 2022Otvori
- Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application2022N. Bacanin, M. Zivkovic, F. Al-Turjman, K. Venkatachalam, P. Trojovský, I. Strumberger, T. Bezdan, Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application, Scientific Reports, Vol. 12, No. 6302, pp. 1 - 20, Apr, 2022Otvori
- Hybrid multi agent optimization for optimal battery storage using micro grid2022N. Bacanin, Hybrid multi agent optimization for optimal battery storage using micro grid, EXPERT SYSTEMS, pp. e12995 - e12995, Mar, 2022
- IoT as a Backbone of Intelligent Homestead Automation2022Milos Dobrojevic, Nebojsa Bacanin, IoT as a Backbone of Intelligent Homestead Automation, ELECTRONICS, Vol. 11, No. 7, pp. 1004 - 1004, Mar, 2022Otvori
- Feature Selection Using Grey Wolf Optimization with Random Differential Grouping2022R. S. Latha, B. Saravana Balaji, N. Bacanin, I. Strumberger, M. Zivkovic, M. Kabiljo, Feature Selection Using Grey Wolf Optimization with Random Differential Grouping, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 43, No. 1, pp. 317 - 332, Mar, 2022Otvori
- SMART WIRELESS HEALTH CARE SYSTEM USING GRAPH LSTM POLLUTION PREDICTION AND DRAGONFLY NODE LOCALIZATION2022N. Bacanin, M. Sarac, N. Budimirovic, M. Zivkovic, A. AlZubi, A. Bashir, SMART WIRELESS HEALTH CARE SYSTEM USING GRAPH LSTM POLLUTION PREDICTION AND DRAGONFLY NODE LOCALIZATION, Sustainable Computing: Informatics and Systems, pp. 1 - 8, Mar, 2022Otvori
- COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification2022N. Budimirovic, E. Prabhu, M. Antonijevic, M. Zivkovic, N. Bacanin, I. Strumberger, K. Venkatachalam, COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification, CMC-Computers, Materials & Continua, Vol. 72, No. 1, pp. 1685 - 1698, Feb, 2022Otvori
- Deep learning model for deep fake face recognition and detection2022S. Suganthi, M. Ahamed Ayoobkhan, N. Bacanin, K. Venkatachalam, S. Hubálovský, P. Trojovský, Deep learning model for deep fake face recognition and detection, PeerJ Computer Science, Vol. 8, pp. e881 - e881, Feb, 2022
- Novel Improved Salp Swarm Algorithm: An Application for Feature Selection2022M. Zivkovic, C. Stoean, A. Chhabra, N. Budimirovic, A. Petrovic, N. Bacanin, Novel Improved Salp Swarm Algorithm: An Application for Feature Selection, SENSORS, Vol. 22, No. 5, pp. 1 - 25, Feb, 2022Otvori
- Modified firefly algorithm for workflow scheduling in cloud-edge environment2022N. Bacanin, M. Zivkovic, T. Bezdan, K. Venkatachalam, M. Abouhawwash, Modified firefly algorithm for workflow scheduling in cloud-edge environment, NEURAL COMPUTING AND APPLICATIONS, pp. 1 - 26, Feb, 2022Otvori
- A Chaotic Oppositional Whale Optimisation Algorithm with Firefly Search for Medical Diagnostics2022M. Tair, N. Bacanin, M. Zivkovic, K. Venkatachalam, A Chaotic Oppositional Whale Optimisation Algorithm with Firefly Search for Medical Diagnostics, CMC-Computers, Materials & Continua, Vol. 72, No. 1, pp. 959 - 982, Jan, 2022Otvori
- A Comprehensive Survey on the Internet of Things with the Industrial Marketplace2022S. Kazhan, T. Rashid, D. Radovanović, N. Bacanin, A Comprehensive Survey on the Internet of Things with the Industrial Marketplace, SENSORS, Vol. 22, No. 3, pp. 730 - 730, 2022Otvori
- Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm2022T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, E. Tuba, M. Tuba, Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm, JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS, Vol. 42, No. 1, pp. 411 - 423, 2022Otvori
- Protecting Data Mobility in Cloud Networks Using Metadata Security2022R. Punithavathi, M. Kowsigan, R. Shanthakumari, M. Zivkovic, N. Bacanin, M. Sarac, Protecting Data Mobility in Cloud Networks Using Metadata Security, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 42, No. 1, pp. 105 - 120, 2022Otvori
- Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection2022S. Prakash, M. Vinoth Kumar, R. Saravana Ram, M. Zivkovic, N. Bacanin, M. Antonijevic, Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 41, No. 2, pp. 735 - 749, 2022Otvori
- Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes2022G. R. Sreekanth, S. Ahmed Najat Ahmed, M. Sarac, I. Strumberger, N. Bacanin, M. Zivkovic, Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 41, No. 2, pp. 751 - 765, 2022Otvori
- Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics2022N. Bacanin, K. Alhazmi, M. Zivkovic, K. Venkatachalam, T. Bezdan, J. Nebhen, Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics, CMC-Computers, Materials & Continua, Vol. 70, No. 2, pp. 4199 - 4215, 2022Otvori
- Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm2021N. Bacanin, T. Bezdan, K. Venkatachalam, M. Zivkovic, I. Strumberger, M. Abouhawwash, A. Ahmed, Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm, IEEE Access, pp. 1 - 24, Dec, 2021Otvori
- Diabetes Prediction Algorithm Using Recursive Ridge Regression L22021M. Mravik, М. Šarac, N. Bacanin, S. Adamović, T. Vetriselvi, K. Venkatachalam, Diabetes Prediction Algorithm Using Recursive Ridge Regression L2, Computers, Materials & Continua, Vol. 71, No. 1, pp. 457 - 471, Nov, 2021Otvori
- Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization2021N. Bacanin, R. Stoean, M. Zivkovic, A. Petrovic, T. A. Rashid, T. Bezdan, Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization, Mathematics, Vol. 9, No. 21, pp. 1 - 33, Oct, 2021Otvori
- Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design2021J. Basha, N. Bacanin, N. Vukobrat, M. Zivkovic, K. Venkatachalam, S. Hubálovský, P. Trojovský, Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design, SENSORS, Vol. 21, No. 19, pp. 1 - 33, Oct, 2021Otvori
- A survey on dragonfly algorithm and its applications in engineering2021C. Rahman, T. Rashid, A. Alsadoon, N. Bacanin, P. Fattah, S. Mirjalili, A survey on dragonfly algorithm and its applications in engineering, Evolutionary Intelligence, pp. 1 - 21, Aug, 2021
- An enhanced green cloud based queue management (GCQM) system to optimize energy consumption in mobile edge computing2021R. Gopi, S. Suganthi, R. Rajadevi, P. Johnpaul, Nebojsa Bacanin, S. Kannimuthu, An enhanced green cloud based queue management (GCQM) system to optimize energy consumption in mobile edge computing, WIRELESS PERSONAL COMMUNICATIONS, Vol. 117, pp. 3397 - 3419, Aug, 2021
- An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images From MRI2021K. Venkatachalam, S. Siuly, N. Bacanin, S. Hubálovský, P. Trojovský, An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images From MRI, IEEE Access, Vol. 9, pp. 119078 - 119089, Aug, 2021
- Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering2021T. Bezdan, C. Stoean, A. Al Naamany, N. Bacanin, T. A. Rashid, M. Zivkovic, K. Venkatachalam, Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering, Mathematics, Vol. 9, No. 16, pp. 1 - 19, Aug, 2021Otvori
- Increasing privacy and security by integrating a Blockchain Secure Interface into an IoT Device Security Gateway Architecture2021M. Šarac, Н. Павловић, Н. Бачанин Џакула, Ф. Ал-Турјман, С. Адамовић, Increasing privacy and security by integrating a Blockchain Secure Interface into an IoT Device Security Gateway Architecture, Energy Reports , pp. 7 - 17, Aug, 2021Otvori
- Novel Algorithms for Graph Clustering Applied to Human Activities2021N. Budimirovic, N.Bacanin, Novel Algorithms for Graph Clustering Applied to Human Activities, Mathematics, Vol. 9, No. 10, pp. 1089 - 1089, May, 2021Otvori
- Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade2021N.Bacanin, T. Bezdan, K. Venkatachalam, F. Al-Turjman, Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade, Journal of Real-Time Image Processing, pp. 1 - 14, Apr, 2021Otvori
- A new K-means grey wolf algorithm for engineering problems2021H. Mohammed, A. Zral Kh., T. Rashid, A. Alsadoon, N.Bacanin, A new K-means grey wolf algorithm for engineering problems, World Journal of Engineering, pp. 1 - 14, Mar, 2021Otvori
- Predictive data regression technique based carbon nanotube biosensor for efficient patient health monitoring system2021K. Umapathi, V. Vanitha, L. Anbarasu, M. Zivkovic, N. Bacanin, M. Antonijevic, Predictive data regression technique based carbon nanotube biosensor for efficient patient health monitoring system, Journal of Ambient Intelligence and Humanized Computing, pp. 1 - 8, Mar, 2021Otvori
- COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach2021M. Zivkovic, N. Bacanin, K. Venkatachalam, A. Nayyar, A. Djordjevic, I. Strumberger, F. Al-Turjman, COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach, Sustainable Cities and Society, Vol. 66, No. 102669, pp. 0 - 0, Mar, 2021Otvori
- An Enhanced Green Cloud Based Queue Management (GCQM) System to Optimize Energy Consumption in Mobile Edge Computing2021R. Gopi, S. Suganthi, R. Rajadevi, P. Johnpaul, N.Bacanin, S. Kannimuthu, An Enhanced Green Cloud Based Queue Management (GCQM) System to Optimize Energy Consumption in Mobile Edge Computing, WIRELESS PERSONAL COMMUNICATIONS, Vol. 117, pp. 3397 - 3419, Feb, 2021Otvori
- Speed control and quantum vibration reduction of Brushless DC Motor using FPGA based Dynamic Power Containment Technique2021S. Subramanian, R. Mohan, S.K. Shanmugam, N. Bacanin, M. Zivkovic, I. Strumberger, Speed control and quantum vibration reduction of Brushless DC Motor using FPGA based Dynamic Power Containment Technique, Journal of Ambient Intelligence and Humanized Computing, pp. 1 - 15, Feb, 2021Otvori
- Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme2021V. Kandasamy, P. Trojovský, F. Machot, K. Kyamakya, Nebojsa Bacanin, S. Askar, M. Abouhawwash, Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme, SENSORS, Vol. 21, No. 22, pp. 7582 - 7582, Jan, 2021
- Speech enhancement through improvised conditional generative adversarial networks2020R. Saravana Ram, M. V. Kumar, B. Subramanian, N. Bacanin, M. Zivkovic, I. Strumberger, Speech enhancement through improvised conditional generative adversarial networks, MICROPROCESSORS AND MICROSYSTEMS, Vol. 79, pp. 0 - 0, Nov, 2020Otvori
- An Improved Simulation Model for Pedestrian Crowd Evacuation2020D. Muhammed, T. Rashid, A. Alsadoon, N. Bacanin, P. Fattah, M. Mohammadi, I. Banerjee, An Improved Simulation Model for Pedestrian Crowd Evacuation, Mathematics, Vol. 8, No. 12, pp. 2171 - 2171, Nov, 2020Otvori
- Monarch butterfly optimization based convolutional neural network design2020N. Bačanin DŽakula, T. Bezdan, E. Tuba, I. Štrumberger, M. Tuba, Monarch butterfly optimization based convolutional neural network design, Mathematics, Vol. 8, No. 6, pp. 936 - 936, Jun, 2020Otvori
- Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics2020N. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics, Algorithms, Vol. 13, No. 6, pp. 67:1 - 67:33, Mar, 2020Otvori
- Resource Scheduling in Cloud Computing Based on a Hybridized Whale Optimization Algorithm2019I.Strumberger, N. Bacanin, M. Tuba, E. Tuba, Resource Scheduling in Cloud Computing Based on a Hybridized Whale Optimization Algorithm, Applied Sciences, Vol. 9, No. 22, pp. 4893 - 4893, Nov, 2019Otvori
- Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm2019I. Strumberger, M. Tuba, N. Bacanin, E. Tuba, Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm, Journal of Sensor and Actuator Networks, Vol. 8, No. 3, pp. 44 - 44, Aug, 2019Otvori
- Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks2019Ivana Strumberger, Miroslav Minovic, Milan Tuba, Nebojsa Bacanin, Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks, SENSORS, Vol. 19, No. 11, pp. 2515 - 2515, Jun, 2019Otvori
- Hybridized Monarch Butterfly Algorithm for Global Optimization Problems2018I. Strumberger, M. Sarac, D. Markovic, N. Bacanin, Hybridized Monarch Butterfly Algorithm for Global Optimization Problems, International Journal of Computers , Vol. 3, pp. 63 - 68, Apr, 2018Otvori
- Moth Search Algorithm for Drone Placement Problem2018I. Strumberger, M. Sarac, D. Markovic, N. Bacanin, Moth Search Algorithm for Drone Placement Problem, International Journal of Computers, Vol. 3, pp. 75 - 80, Apr, 2018Otvori
- Modified Moth Search Algorithm for Global Optimization Problems2018I. Strumberger, N. Bacanin, Modified Moth Search Algorithm for Global Optimization Problems, International Journal of Computers, Vol. 3, pp. 44 - 48, Mar, 2018Otvori
- Medical Ultrasound Image Speckle Noise Reduction by Adaptive Median Filter2017O. Magud, E. Tuba, N. Bacanin, Medical Ultrasound Image Speckle Noise Reduction by Adaptive Median Filter, WSEAS Transactions on Biology and Biomedicine, Vol. 14, pp. 38 - 46, 2017Otvori
- Bayesian methodology for target tracking using combined RSS and AoA measurements2017S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, Bayesian methodology for target tracking using combined RSS and AoA measurements, Physical Communication, Vol. 25, No. 1, pp. 158 - 166, 2017Otvori
- An Algorithm for Medical Ultrasound Image Enhancement by Speckle Noise Reduction2016O. Magud, E. Tuba, N. Bacanin, An Algorithm for Medical Ultrasound Image Enhancement by Speckle Noise Reduction, International Journal of Signal Processing, Vol. 1, pp. 146 - 151, 2016Otvori
- Firefly Algorithm for Cardinality Constrained Mean-Variance Portfolio Optimization Problem with Entropy Diversity Constraint2014N. Bacanin, M. Tuba, Firefly Algorithm for Cardinality Constrained Mean-Variance Portfolio Optimization Problem with Entropy Diversity Constraint, The Scientific World Journal, Vol. 2014, No. ID 721521, pp. 1 - 16, Nov, 2014Otvori
- Improved seeker optimization algorithm hybridized with firefly algorithm for constrained optimization problems2014M. Tuba, N. Bacanin, Improved seeker optimization algorithm hybridized with firefly algorithm for constrained optimization problems, NEUROCOMPUTING, Vol. 143, pp. 197 - 207, Nov, 2014Otvori
- Artificial bee colony algorithm hybridized with firefly metaheuristic for cardinality constrained mean-variance portfolio problem2014M. Tuba, N. Bacanin, Artificial bee colony algorithm hybridized with firefly metaheuristic for cardinality constrained mean-variance portfolio problem, Applied Mathematics and Information Sciences, Vol. 8, No. 6, pp. 2831 - 2844, Nov, 2014Otvori
- Constrained portfolio selection using artificial bee colony (ABC) algorithm2014N. Bacanin, M. Tuba, B. Pelevic, Constrained portfolio selection using artificial bee colony (ABC) algorithm, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 8, pp. 190 - 198, 2014Otvori
- Krill herd (KH) algorithm applied to the constrained portfolio selection problem2014M. Tuba, N. Bacanin, B. Pelevic, Krill herd (KH) algorithm applied to the constrained portfolio selection problem, International Journal of Mathematics and Computers in Simulation, Vol. 8, pp. 94 - 102, 2014Otvori
- Multithreaded implementation and performance of a modified artificial fish swarm algorithm for unconstrained optimization2013M. Tuba, N. Bacanin, N. Stanarevic, Multithreaded implementation and performance of a modified artificial fish swarm algorithm for unconstrained optimization, International Journal of Mathematics and Computers in Simulation, Vol. 7, No. 3, pp. 215 - 222, 2013Otvori
- Framework for constrained portfolio selection by the firefly algorithm2013M. Tuba, N. Bacanin, B. Pelevic, Framework for constrained portfolio selection by the firefly algorithm, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 7, No. 10, pp. 888 - 896, 2013Otvori
- Artificial Bee Colony (ABC) Algorithm for Constrained Optimization Improved with Genetic Operators2012N. Bacanin, M. Tuba, Artificial Bee Colony (ABC) Algorithm for Constrained Optimization Improved with Genetic Operators, STUDIES IN INFORMATICS AND CONTROL, Vol. 21, No. 2, pp. 137 - 146, Jun, 2012Otvori
- Adjusted artificial bee colony (ABC) algorithm for engineering problems2012M. Tuba, N. Bacanin, N. Stanarevic, Adjusted artificial bee colony (ABC) algorithm for engineering problems, WSEAS Transaction on Computers, Vol. 11, No. 4, pp. 111 - 120, Apr, 2012Otvori
- Implementation and Performance of an Object-Oriented Software System for Cuckoo Search Algorithm2012N. Bacanin, Implementation and Performance of an Object-Oriented Software System for Cuckoo Search Algorithm, International Journal of Mathematics and Computers in Simulation, Vol. 6, No. 1, pp. 185 - 193, Mar, 2012Otvori
- Performance of object-oriented software system for improved artificial bee colony optimization2011N. Bacanin, M. Tuba, I. Brajevic, Performance of object-oriented software system for improved artificial bee colony optimization, International Journal of Mathematics and Computers in Simulation, Vol. 5, No. 2, pp. 154 - 162, 2011Otvori
- Modified artificial bee colony algorithm for constrained problems optimization2011N. Stanarevic, M. Tuba, N. Bacanin, Modified artificial bee colony algorithm for constrained problems optimization, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 5, No. 3, pp. 644 - 651, 2011Otvori
Radovi na konferencijama
- CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems2025TelforD. Cvetkovic, M. Zivkovic, T. Zivkovic, N. Bacanin, S. Anetic, B. Radomirovic, CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems, 2025 33rd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2025Otvori
- Hybrid Metaheuristic: An Natural Language Processing Application in Log Anomaly Detection2025TelforJ. Arsic, L. Jovanovic, S. Anetic, C. Varsandán, M. Zivkovic, N. Bacanin, Hybrid Metaheuristic: An Natural Language Processing Application in Log Anomaly Detection, 2025 33rd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2025Otvori
- Hyperparameter Tuning with Modified Metaheuristics for Intrusion Detection in IoT Networks2025TelforI. Kosta, S. Anetic, L. Jovanovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Hyperparameter Tuning with Modified Metaheuristics for Intrusion Detection in IoT Networks, 2025 33rd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2025Otvori
- Solar Power Forecasting Using Modified Particle Swarm Optimization and Long Short-Term Memory2025TelforL. Jovanovic, J. Arsic, I. Kosta, V. Thomas, N. Bacanin, M. Zivkovic, Solar Power Forecasting Using Modified Particle Swarm Optimization and Long Short-Term Memory, 2025 33rd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2025Otvori
- Modified Metaheuristics: Hyperparameter Running Application in Air Quality Estimation20252025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)C. Varsandán, L. Jovanovic, V. Zeljkovic, B. Radomirovic, M. Zivkovic, N. Bacanin, Modified Metaheuristics: Hyperparameter Running Application in Air Quality Estimation, 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 34 - 37, Oct, 2025Otvori
- Modified Metaheuristic Tuning of Reservoir Computing Models for Click Fraud Detection20252025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)V. Marevic, S. Kozakijevic, L. Jovanovic, M. Zivkovic, N. Bacanin, V. Zeljkovic, Modified Metaheuristic Tuning of Reservoir Computing Models for Click Fraud Detection, 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 38 - 41, Oct, 2025Otvori
- Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm20252025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)N. Bacanin, T. Zivkovic, M. Zivkovic, V. Simic, M. Grubjesic, A. Kravtsov, Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm, 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 28 - 33, Oct, 2025Otvori
- Enhanced Forecasting of Photovoltaic Power Output via a Modified Metaheuristic Algorithm20252025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)V. Gajic, L. Jovanovic, V. Zeljkovic, B. Radomirovic, M. Zivkovic, N. Bacanin, Enhanced Forecasting of Photovoltaic Power Output via a Modified Metaheuristic Algorithm, 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 42 - 45, Oct, 2025Otvori
- Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm20252025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC)V. Zeljkovic, D. Bulaja, M. Sarac, M. Pavkovic, L. Babic, M. Zivkovic, T. Zivkovic, N. Bacanin, Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm, 2025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC), IEEE, GB Nagar, Gwalior, India, pp. 1 - 8, Jul, 2025Otvori
- The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly Algorithm20252025 International Conference on Circuit, Systems and Communication (ICCSC)K. Milojkovic, T. Zivkovic, M. Zivkovic, P. Spalevic, L. Jovanovic, N. Bacanin, The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly Algorithm, 2025 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fez, Morocco, pp. 1 - 6, Jun, 2025Otvori
- Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security20252025 International Conference on Circuit, Systems and Communication (ICCSC), IEEEA. Petrovic, L. Jovanovic, T. Zivkovic, V. Zeljkovic, M. Zivkovic, N. Bacanin, Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security, 2025 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fez, Morocco, pp. 1 - 6, Jun, 2025Otvori
- Modifying Arithmetic Optimization for Phishing Email Detection with Natural Language Processing20252025 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)V. Marevic, L. Jovanovic, V. Zeljkovic, V. Kostic, M. Zivkovic, N. Bacanin, Modifying Arithmetic Optimization for Phishing Email Detection with Natural Language Processing, 2025 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), IEEE, Ohrid, North Macedonia, pp. 1 - 4, Jun, 2025Otvori
- Modified Metaheuristics for Intrusion Detection in the Internet of Things20252025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)L. Jovanovic, M. Stankovic, M. Zivkovic, M. Antonijevic, S. Andjelic, N. Bacanin, Modified Metaheuristics for Intrusion Detection in the Internet of Things, 2025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC), IEEE, Bhubaneswar, India, pp. 1 - 6, May, 2025Otvori
- Enhancing Retrieval - Augmented Generation with Graph-Based Retrieval and Generative Modeling2025SINTEZA 2025 INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY, COMPUTER SCIENCE, AND DATA SCIENCED. Vujić, A. NJeguš, Н. Бачанин Џакула, Enhancing Retrieval - Augmented Generation with Graph-Based Retrieval and Generative Modeling, Book of Proceedings of Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, pp. 3 - 9, May, 2025Otvori
- Steam Players Count Forecasting with LSTM Tuned by Modified RSA20252025 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)M. Markovic Blagojevic, D. Kavitha, L. Jovanovic, T. Zivkovic, M. Zivkovic, N. Bacanin, Steam Players Count Forecasting with LSTM Tuned by Modified RSA, 2025 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, Novi Sad, Serbia, pp. 107 - 112, May, 2025Otvori
- Review of Metaheuristic Approaches for Boosting Model Optimization2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceM. Grubješić, M. Živković, T. Živković, N. Bačanin Džakula, Review of Metaheuristic Approaches for Boosting Model Optimization, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 200 - 205, May, 2025Otvori
- Ant Colony Optimization Algorithm for Frontend Resource Prioritization2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceD. Bulaja, K. Stojiljković, M. Živković, N. Bačanin Džakula, T. Živković, Ant Colony Optimization Algorithm for Frontend Resource Prioritization, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 16 - 22, May, 2025Otvori
- The Ids Security Challenge Solutions Offered by Metaheuristic Optimization2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceD. Cvetković, M. Živković, N. Bačanin Džakula, The Ids Security Challenge Solutions Offered by Metaheuristic Optimization, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 29 - 34, May, 2025Otvori
- Ethical Concerns and Mass Agentic AI Adoption2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceS. Jovanović, L. Dražeta, A. Petrović, M. Živković, N. Bačanin Džakula, Ethical Concerns and Mass Agentic AI Adoption, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 369 - 375, May, 2025Otvori
- Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics20252025 IEEE International Conference on Contemporary Computing and Communications (InC4)D. Bulaja, S. Andjelic, T. Zivkovic, L. Jovanovic, M. Zivkovic, N. Bacanin, S. Ivanovic, Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics, 2025 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, Bangalore, India, pp. 1 - 6, Mar, 2025Otvori
- Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks2025International Conference on Artificial Intelligence and Smart Energy (ICAIS)N. Bacanin, L. Jovanovic, S. Ivanovic, M. Zivkovic, S. Andjelic, V. Zeljkovic, M. Mihajlovic, Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Proceedings of 5th International Conference on Artificial Intelligence and Smart Energy, pp. 78 - 89, Jan, 2025Otvori
- Optimizing Machine Learning for Malicious Blockchain Node Detection Using Modified Metaheuristic20252025 1st International Conference on AIML-Applications for Engineering & Technology (ICAET)N. Bacanin, M. Vicentijevic, L. Jovanovic, A. Njegus, B. Radomirovic, M. Zivkovic, Optimizing Machine Learning for Malicious Blockchain Node Detection Using Modified Metaheuristic, 2025 1st International Conference on AIML-Applications for Engineering & Technology (ICAET), IEEE, Pune, India, pp. 1 - 6, Jan, 2025Otvori
- Modified Metaheuristic Optimization Algorithm for Hyperparameter Tuning in Mental Health Applications20252025 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)S. Kozakijevic, L. Jovanovic, S. Tedic, N. Jankovic, M. Zivkovic, N. Bacanin, Modified Metaheuristic Optimization Algorithm for Hyperparameter Tuning in Mental Health Applications, 2025 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), IEEE, Goathgaun, Nepal, pp. 948 - 953, Jan, 2025Otvori
- Improving Fake News Detection on Social Media Platforms Using Modified Metaheuristics and Machine Learning20242024 IEEE 3rd International Conference on Data, Decision and Systems (ICDDS)L. Jovanovic, N. Bacanin, M. Antonijevic, A. Jokic, M. Zivkovic, S. Malisic, Improving Fake News Detection on Social Media Platforms Using Modified Metaheuristics and Machine Learning, 2024 IEEE 3rd International Conference on Data, Decision and Systems (ICDDS), IEEE, Bangalore, India, pp. 1 - 6, Dec, 2024Otvori
- Utilizing Modified Metaheuristic Optimizers for Computer Vision Optimization in Agriculture20242024 International Conference on Sustainable Communication Networks and Application (ICSCNA)M. Protic, S. Malisic, M. Antonijevic, M. Zivkovic, M. Mihajlovic, N. Bacanin, Utilizing Modified Metaheuristic Optimizers for Computer Vision Optimization in Agriculture, 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA), IEEE, Theni, India, pp. 1370 - 1375, Dec, 2024Otvori
- Applied Natural Language Processing: User Review Sentiment Classification Optimized by Modified Metaheuristics20242024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS)N. Bacanin, M. Antonijevic, J. Perisic, M. Zivkovic, L. Jovanovic, S. Adamovic, Applied Natural Language Processing: User Review Sentiment Classification Optimized by Modified Metaheuristics, 2024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS), IEEE, Bengaluru, India, pp. 9 - 15, Dec, 2024Otvori
- Exploring Lightweight YOLOv8 Architectures for Circuit Board Defect Detection20242024 International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC)L. Jovanovic, A. Jokic, M. Milovanovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Exploring Lightweight YOLOv8 Architectures for Circuit Board Defect Detection, 2024 International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC), IEEE, Guntur, India, pp. 1 - 6, Nov, 2024Otvori
- Steam players count prediction using GRU optimized by modified PSO2024TelforL. Jovanovic, M. Zivkovic, T. Zivkovic, N. Bacanin, D. Dubljanin, S. Malisic, Steam players count prediction using GRU optimized by modified PSO, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease Detection2024TelforA. Petrovic, L. Jovanovic, K. D, N. Bacanin, M. Zivkovic, S. Malisic, Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease Detection, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRU2024TelforL. Jovanovic, N. Jovic, A. Petrovic, N. Budimirovic, M. Zivkovic, N. Bacanin, Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRU, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform20242024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)N. Bacanin, L. Jovanovic, I. Uzelac Bujisic, C. Stoean, J. Kaljevic, J. Cadjenovic, M. Antonijevic, M. Zivkovic, Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform, 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE, Timisoara, Romania, pp. 292 - 298, Sep, 2024Otvori
- The NLP for Employee Review Sentiment Analysis: An Explainable Perspective20242024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)L. Babic, R. Stoean, J. Cadjenovic, L. Jovanovic, M. Zivkovic, N. Bacanin, The NLP for Employee Review Sentiment Analysis: An Explainable Perspective, 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE, Timisoara, Romania, pp. 285 - 291, Sep, 2024Otvori
- Exploring Power Line Arc Detection Using YOLOv8 Computer Vision Models20242024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI)V. Markovic, J. Cadjenovic Milovanovic, A. Jokic, L. Jovanovic, M. Zivkovic, N. Bacanin, Exploring Power Line Arc Detection Using YOLOv8 Computer Vision Models, 2024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI), IEEE, pp. 903 - 907, Aug, 2024Otvori
- Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting20242024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC)A. Petrovic, J. Perisic, L. Jovanovic, M. Zivkovic, M. Antonijevic, N. Bacanin, Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting, 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC), IEEE, Gwalior, India, pp. 252 - 257, Jul, 2024Otvori
- Insider Threat Identification From Accessed Website Content Optimized by Modified Metaheuristic20242024 International Conference on Circuit, Systems and Communication (ICCSC)L. Jovanovic, J. Kaljevic, M. Zivkovic, N. Bacanin, M. Antonijevic, M. Cajic, Insider Threat Identification From Accessed Website Content Optimized by Modified Metaheuristic, 2024 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fes, Morocco, pp. 1 - 6, Jun, 2024Otvori
- Direct Current Motor Malfunction Detection Through Metaheuristic Optimized Audio Analysis and Classification20242024 International Conference on Inventive Computation Technologies (ICICT)A. Bozovic, L. Jovanovic, E. Desnica, L. Radovanovic, M. Zivkovic, N. Bacanin, Direct Current Motor Malfunction Detection Through Metaheuristic Optimized Audio Analysis and Classification, 2024 International Conference on Inventive Computation Technologies (ICICT), IEEE, Lalitpur, Nepal, pp. 1471 - 1478, Jun, 2024Otvori
- Exploring Pre-Trained Model Potential for Reflective Vest Real Time Detection With YOLOv8 Models20242024 3rd International Conference on Applied Artificial Intelligence and Computing (ICAAIC)A. Milanovic, L. Jovanovic, M. Zivkovic, N. Bacanin, M. Cajic, M. Antonijevic, Exploring Pre-Trained Model Potential for Reflective Vest Real Time Detection With YOLOv8 Models, 2024 3rd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), IEEE, Salem, India, pp. 1210 - 1216, Jun, 2024Otvori
- Insider Threat Detection Using Bidirectional Encoder Representations From Transformers and Optimized AdaBoost Classifier20242024 International Conference on Circuit, Systems and Communication (ICCSC)K. Kumpf, M. Protic, L. Jovanovic, M. Cajic, M. Zivkovic, N. Bacanin, Insider Threat Detection Using Bidirectional Encoder Representations From Transformers and Optimized AdaBoost Classifier, 2024 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fes, Morocco, pp. 1 - 6, Jun, 2024Otvori
- YOLOv8 Utilization in Occupational Health and Safety20242024 Zooming Innovation in Consumer Technologies Conference (ZINC)P. Jankovic, M. Protic, L. Jovanovic, N. Bacanin, M. Zivkovic, J. Kaljevic, YOLOv8 Utilization in Occupational Health and Safety, 2024 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, Novi Sad, Serbia, pp. 182 - 187, May, 2024Otvori
- Artificial Intelligence-Based Framework for Analyzing Crises-Caused Air Pollution2024Sinteza 2024T. Bezdan, M. Perišić, G. Jovanović, N. Bačanin DŽakula, A. Stojić, Artificial Intelligence-Based Framework for Analyzing Crises-Caused Air Pollution, Sinteza 2024, pp. 281 - 287, May, 2024Otvori
- Generative Adversarial Network for Data Augmentation and Substitution20242024 Zooming Innovation in Consumer Technologies Conference (ZINC)M. Stankovic, N. Bacanin, M. Zivkovic, L. Jovanovic, M. Sarac, M. Antonijevic, Generative Adversarial Network for Data Augmentation and Substitution, 2024 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, Novi Sad, Serbia, pp. 7 - 12, May, 2024Otvori
- Application of Virtual Reality With Production Robotics2024Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceN. Jović, M. Živković, N. Bačanin Džakula, A. Petrović, L. Jovanović, Application of Virtual Reality With Production Robotics, Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 419 - 424, May, 2024Otvori
- Agile Multi-user Android Application Development With Firebase: Authentication, Authorization, and Profile Management2024Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceK. Milojković, M. Živković, N. Bačanin Džakula, Agile Multi-user Android Application Development With Firebase: Authentication, Authorization, and Profile Management, Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 405 - 412, May, 2024Otvori
- Extreme Learning Machine Optimization for Employee Satisfaction With Modified Metaheuristic20242024 International Conference on Expert Clouds and Applications (ICOECA)T. Abdulla, L. Jovanovic, B. Radomirovic, A. Njegus, M. Zivkovic, N. Bacanin, Extreme Learning Machine Optimization for Employee Satisfaction With Modified Metaheuristic, 2024 International Conference on Expert Clouds and Applications (ICOECA), IEEE, Bengaluru, India, pp. 732 - 738, Apr, 2024Otvori
- Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm20242024 IEEE International Conference on Contemporary Computing and Communications (InC4)N. Bacanin, L. Jovanovic, M. Djordjevic, A. Petrovic, T. Zivkovic, M. Zivkovic, M. Antonijevic, Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm, 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, Bangalore, India, pp. 1 - 6, Mar, 2024Otvori
- Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm20242024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)N. Bacanin, A. Petrovic, L. Jovanovic, M. Zivkovic, T. Zivkovic, M. Sarac, Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm, 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), IEEE, Lalitpur, Nepal, pp. 1 - 8, Jan, 2024Otvori
- Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm2023TelforL. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, A. Petrovic, T. Zivkovic, Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation2023TelforL. Jovanovic, A. Petrovic, T. Zivkovic, M. Antonijevic, N. Bacanin, M. Zivkovic, Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)L. Jovanovic, M. Zivkovic, N. Budimirovic, A. Petrovic, I. Strumberger, N. Bacanin, Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 183 - 186, Oct, 2023Otvori
- Multivariate Bitcoin price prediction based on LSTM tuned by hybrid reptile search algorithm20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)M. Todorovic, A. Petrovic, A. Toskovic, M. Zivkovic, L. Jovanovic, N. Bacanin, Multivariate Bitcoin price prediction based on LSTM tuned by hybrid reptile search algorithm, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 195 - 198, Oct, 2023Otvori
- Decomposition aided cloud load forecasting with optimized long-short term memory networks20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)N. Bacanin, L. Jovanovic, M. Zivkovic, M. Salb, A. Elsadai, M. Sarac, Decomposition aided cloud load forecasting with optimized long-short term memory networks, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 191 - 194, Oct, 2023Otvori
- Comparison of YOLO architectures for face mask detection in images20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)L. Jovanovic, N. Bacanin, M. Zivkovic, J. Mani, I. Strumberger, M. Antonijevic, Comparison of YOLO architectures for face mask detection in images, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 179 - 182, Oct, 2023Otvori
- Optimized recurrent neural networks with attention for wind farm energy generation forecasting20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)M. Zivkovic, L. Jovanovic, M. Pavlov, N. Bacanin, M. Dobrojevic, M. Salb, Optimized recurrent neural networks with attention for wind farm energy generation forecasting, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 187 - 190, Oct, 2023Otvori
- Solar Flare Classification using Modified Metaheuristic Optimized XGBoost202325th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)B. Radomirovic, L. Jovanovic, C. Stoean, M. Zivkovic, A. Njegus, N. Bacanin, Solar Flare Classification using Modified Metaheuristic Optimized XGBoost, 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Nancy, France, pp. 287 - 292, Sep, 2023Otvori
- Gold Prices Forecasting Using Recurrent Neural Network with Attention Tuned by Metaheuristics20232023 IEEE World Conference on Applied Intelligence and Computing (AIC)A. Jovanovic, T. Dogandzic, M. Dobrojevic, M. Sarac, N. Bacanin, M. Zivkovic, Gold Prices Forecasting Using Recurrent Neural Network with Attention Tuned by Metaheuristics, 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, pp. 345 - 350, Jul, 2023Otvori
- Evolving Deep Neural Network Architectures by Sine Cosine Algorithm for Healthcare 4.020232023 IEEE International Conference on Contemporary Computing and Communications (InC4)S. Golubovic, L. Jovanovic, B. Radomirovic, A. Njegus, M. Zivkovic, N. Bacanin, Evolving Deep Neural Network Architectures by Sine Cosine Algorithm for Healthcare 4.0, 2023 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India, pp. 1 - 6, Apr, 2023Otvori
- Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting20232023 IEEE International Conference on Inventive Computation Technologies (ICICT)M. Stankovic, N. Bacanin, N. Budimirovic, M. Zivkovic, M. Sarac, I. Strumberger, Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting, 2023 IEEE International Conference on Inventive Computation Technologies (ICICT), Lalitpur, Nepal, pp. 1650 - 1657, Apr, 2023Otvori
- Predicting Credit Card Churn: Application of XGBoost Tuned by Modified Sine Cosine Algorithm20233rd International Conference on Smart Data Intelligence (ICSMDI)L. Jovanovic, M. Kljajic, V. Mizdrakovic, V. Marevic, M. Zivkovic, N. Bacanin, Predicting Credit Card Churn: Application of XGBoost Tuned by Modified Sine Cosine Algorithm, 3rd International Conference on Smart Data Intelligence (ICSMDI), Trichy, India, pp. 55 - 62, Mar, 2023Otvori
- Tuning Artificial Neural Network for Healthcare 4.0. by Sine Cosine Algorithm20232023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT)N. Milutinovic, S. Cabarkapa, M. Zivkovic, M. Antonijevic, D. Mladenovic, N. Bacanin, Tuning Artificial Neural Network for Healthcare 4.0. by Sine Cosine Algorithm, 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, pp. 510 - 513, Jan, 2023Otvori
- REVEALING TOLUENE BEHAVIOUR IN THE ATMOSPHERE BASED ON COUPLING OF METAHEURISTICS, XGBOOST, AND SHAP2023Sinteza 2023 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceG. Jovanović, M. Perišić, S. Stanišić, N. Bačanin DŽakula, A. Stojić, REVEALING TOLUENE BEHAVIOUR IN THE ATMOSPHERE BASED ON COUPLING OF METAHEURISTICS, XGBOOST, AND SHAP, pp. 17 - 22, 2023
- Forecasting Ethereum Price by Tuned Long Short-Term Memory Model2022TelforM. Stankovic, N. Bacanin, M. Zivkovic, L. Jovanovic, J. P. Mani, M. Antonijevic, Forecasting Ethereum Price by Tuned Long Short-Term Memory Model, 2022 30th Telecommunications Forum (TELFOR), Beograd, pp. 1 - 4, Nov, 2022Otvori
- Chaotic Binary Ant Lion Optimizer Approach for Feature Selection on Medical Datasets with COVID-19 Case Study20222022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS)M. Zivkovic, N. Bacanin, A. Rakic, J. Arandjelovic, S. Stanojlovic, K. Venkatachalam, Chaotic Binary Ant Lion Optimizer Approach for Feature Selection on Medical Datasets with COVID-19 Case Study, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, pp. 581 - 588, Nov, 2022Otvori
- Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion Detection20222022 International Conference on Edge Computing and Applications (ICECAA)M. Stankovic, M. Antonijevic, N. Bacanin, M. Zivkovic, M. Tanaskovic, D. Jovanovic, Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion Detection, 2022 International Conference on Edge Computing and Applications (ICECAA), IEEE, pp. 500 - 505, Oct, 2022Otvori
- The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection20222022 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)L. Jovanovic, D. Jovanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, I. Strumberger, N. Bacanin, The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection, 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Hagenberg / Linz, Austria, pp. 268 - 275, Sep, 2022Otvori
- Feature Selection by Improved Sand Cat Swarm Optimizer for Intrusion Detection20222022 International Conference on Artificial Intelligence in Everything (AIE)D. Jovanovic, M. Marjanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, N. Bacanin, Feature Selection by Improved Sand Cat Swarm Optimizer for Intrusion Detection, 2022 International Conference on Artificial Intelligence in Everything (AIE), IEEE, pp. 685 - 690, Aug, 2022Otvori
- Extreme learning machine tuning by original sine cosine algorithm20222022 IEEE World Conference on Applied Intelligence and Computing (AIC)M. Salb, N. Bacanin, M. Zivkovic, M. Antonijevic, M. Marjanovic, I. Strumberger, Extreme learning machine tuning by original sine cosine algorithm, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 143 - 148, Jun, 2022Otvori
- The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection20222022 IEEE World Conference on Applied Intelligence and Computing (AIC)A. Petrovic, N. Bacanin, M. Zivkovic, M. Marjanovic, M. Antonijevic, I. Strumberger, The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 834 - 839, Jun, 2022Otvori
- Acute Lymphoblastic Leukemia Detection by Tuned Convolutional Neural Network202232nd International Conference Radioelektronika (RADIOELEKTRONIKA)E. Tuba, I. Štrumberger, I. Tuba, N. Bačanin DŽakula, M. Tuba, Acute Lymphoblastic Leukemia Detection by Tuned Convolutional Neural Network, IEEE 32nd International Conference Radioelektronika (RADIOELEKTRONIKA), pp. 1 - 4, Apr, 2022Otvori
- Arithmetic Optimization Algorithm for Spam Detection2022Sinteza 2022L. Jovanović, B. Al Barwani, E. Al Maani, M. Živković, N. Bačanin Džakula, Arithmetic Optimization Algorithm for Spam Detection, Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research, pp. 406 - 413, 2022Otvori
- Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security2022TelforН. Милутиновић, М. Гајевић, Ј. Крстовић, A. Petrović, Н. Бачанин Џакула, М. Антонијевић, Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security, pp. 1 - 4, 2022Otvori
- A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm20212021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)M. Zivkovic, C. Stoean, A. Petrovic, N. Bacanin, I. Strumberger, T. Zivkovic, A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm, 2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), pp. 259 - 266, Dec, 2021Otvori
- Feature Selection by Hybrid Binary Ant Lion Optimizer with COVID-19 dataset2021TelforI. Strumberger, A. Rakic, S. Stanojlovic, J. Arandjelovic, T. Bezdan, M. Zivkovic, N. Bacanin, Feature Selection by Hybrid Binary Ant Lion Optimizer with COVID-19 dataset, 29th Telecommunications Forum (TELFOR) 2021, Beograd, pp. 1 - 4, Nov, 2021Otvori
- Nature-Inspired Approaches in Software Testing Optimization2021Sinteza 2021M. Zivkovic, T. Zivkovic, N. Bacanin, I. Strumberger, Nature-Inspired Approaches in Software Testing Optimization, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 28 - 33, Jun, 2021
- Cryptocurrency Forecasting Using Optimized Support Vector Machine with Sine Cosine Metaheuristics Algorithm2021Sinteza 2021M. Salb, A. El-sadai, M. Živković, N. Bačanin Džakula, Cryptocurrency Forecasting Using Optimized Support Vector Machine with Sine Cosine Metaheuristics Algorithm, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 315 - 321, Jun, 2021
- Challenges in Wireless Sensor Networks - Overview2021Sinteza 2021V. Radović, N. Bačanin Džakula, M. Živković, Challenges in Wireless Sensor Networks - Overview, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 308 - 314, Jun, 2021
- Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization20212021 Zooming Innovation in Consumer Technologies Conference (ZINC)T. Bezdan, А. Petrovic, M. Zivkovic, I. Strumberger, V Kanchana Devi, N. Bacanin, Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 5 - 10, May, 2021Otvori
- Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade20212021 Zooming Innovation in Consumer Technologies Conference (ZINC)T. Bezdan, S. Milosevic, K. Venkatachalam, M. Zivkovic, N. Bacanin, I. Strumberger, Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 171 - 176, May, 2021Otvori
- Feature Selection by Firefly Algorithm with Improved Initialization Strategy2021ECBS 2021: 7th Conference on the Engineering of Computer Based SystemsT. Bezdan, D. Cvetnic, L. Gajic, M. Zivkovic, I. Strumberger, N. Bacanin, Feature Selection by Firefly Algorithm with Improved Initialization Strategy, ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, Association for Computing Machinery, pp. 1 - 8, May, 2021Otvori
- Singibot - a student services chatbot2020Sinteza 2020A. Petrović, M. Živković, N. Bačanin Džakula, Singibot - a student services chatbot, Sinteza 2020, Oct, 2020
- Multi-layer perceptron training by genetic algorithms2020Sinteza 2020L. Gajić, D. Cvetnić, T. Bezdan, M. Živković, N. Bačanin, Multi-layer perceptron training by genetic algorithms, Sinteza 2020, Oct, 2020
- Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm20202020 IEEE International Joint Conference on Neural Networks (IJCNN)N. Bacanin, E. Tuba, T. Bezdan, I. Strumberger, R. Jovanovic, M. Tuba, Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm, 2020 IEEE International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, pp. 1 - 7, Jul, 2020Otvori
- Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm20202020 International Wireless Communications and Mobile Computing (IWCMC)M. Živković, N. Bačanin, E. Tuba, I. Štrumberger, T. Bezdan, M. Tuba, Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm, 2020 International Wireless Communications and Mobile Computing (IWCMC), pp. 1176 - 1181, Jun, 2020
- Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks20202020 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)M. Zivkovic, N. Bacanin, T. Zivkovic, I. Strumberger, E. Tuba, M. Tuba, Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks, 2020 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 87 - 92, May, 2020Otvori
- Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer2019TelforN. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, M. Živković, Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer, 27th Telekomunikacioni forum TELFOR 2019, Beograd, Nov, 2019
- Convolutional Neural Network Architecture Design by the Tree Growth Algorithm Framework2019International Joint Conference on Neural Networks (IJCNN)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Convolutional Neural Network Architecture Design by the Tree Growth Algorithm Framework, International Joint Conference on Neural Networks (IJCNN), pp. 1 - 8, Jul, 2019
- Analysis of local binary pattern for emphysema classification in lung CT image20192019 IEEE 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Analysis of local binary pattern for emphysema classification in lung CT image, 2019 IEEE 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Pitesti, Romania, pp. 1 - 5, Jun, 2019Otvori
- Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients2019IEEE Congress on Evolutionary Computation (CEC)E. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments2019IEEE Congress on Evolutionary Computation (CEC)I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization2019IEEE Congress on Evolutionary Computation (CEC)E. Tuba, I. Strumberger, N. Bacanin, R. Jovanovic, M. Tuba, Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- Designing Convolutional Neural Network Architecture by the Firefly Algorithm2019International Young Engineers Forum (YEF-ECE)I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Designing Convolutional Neural Network Architecture by the Firefly Algorithm, IEEE International Young Engineers Forum (YEF-ECE), pp. 1 - 4, May, 2019
- Convolutional Neural Network Layers and Architectures2019Sinteza 2019T. Bezdan, N. Bačanin Džakula, Convolutional Neural Network Layers and Architectures, Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research, pp. 445 - 451, Apr, 2019Otvori
- Hybridized Particle Swarm Optimization for Constrained Problems2019Sinteza 2019N. Bacanin, I. Strumberger, E. Tuba, M. Tuba, Hybridized Particle Swarm Optimization for Constrained Problems, Sinteza, pp. 17 - 25, Apr, 2019Otvori
- Case Study of Target Localization Based on Hybrid and Traditional Ranging via RSS and TOA2018TelforS. Tomic, M. Beko, M. Tuba, N. Bacanin, Case Study of Target Localization Based on Hybrid and Traditional Ranging via RSS and TOA, IEEE 26th Telecommunications Forum TELFOR, pp. 1 - 4, Nov, 2018Otvori
- Bare Bones Fireworks Algorithm for the RFID Network Planning Problem2018IEEE Congress on Evolutionary Computation (CEC)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Bare Bones Fireworks Algorithm for the RFID Network Planning Problem, IEEE Congress on Evolutionary Computation (CEC), part of IEEE World Congress on Computational Intelligence, pp. 1 - 8, Jul, 2018Otvori
- Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem2018IEEE Congress on Evolutionary Computation (CEC)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem, IEEE Congress on Evolutionary Computation (CEC), part of IEEE World Congress on Computational Intelligence, pp. 1 - 8, Jul, 2018Otvori
- Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm20182018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)E. Tuba, I. Strumberger, D. Zivkovic, N. Bacanin, M. Tuba, Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm, IEEE Congress on Evolutionary Computation (CEC), Part of World Congress on Computation Intelligence, pp. 2203 - 2210, Jul, 2018Otvori
- On Hybrid RSS/TOA Target Localization in NLOS Environments2018International Wireless Communications and Mobile Computing Conference (IWCMC)S. Tomic, M. Beko, R. Oliveira, L. Bernardo, N. Bacanin, M. Tuba, On Hybrid RSS/TOA Target Localization in NLOS Environments, 14th International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 1471 - 1476, Jun, 2018Otvori
- Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm2018International Wireless Communications and Mobile Computing Conference (IWCMC)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm, 14th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2018), pp. 316 - 321, May, 2018Otvori
- Hybridized Moth Search Algorithm for Constrained Optimization Problems2018IEEE International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Hybridized Moth Search Algorithm for Constrained Optimization Problems, IEEE 2nd International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE), pp. 1 - 5, May, 2018Otvori
- Rigid Image Registration by Bare Bones Fireworks Algorithm20186th International Conference on Multimedia Computing and Systems (ICMCS)E. Tuba, I. Strumberger, D. Zivkovic, N. Bacanin, M. Tuba, Rigid Image Registration by Bare Bones Fireworks Algorithm, IEEE 6th International Conference on Multimedia Computing and Systems (ICMCS), pp. 35 - 40, May, 2018Otvori
- Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning20186th International Conference on Multimedia Computing and Systems (ICMCS’18)I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning, IEEE 6th International Conference on Multimedia Computing and Systems (ICMCS), pp. 1 - 6, May, 2018Otvori
- Water Cycle Algorithm for Solving Continuous p-Median Problem201812th International Symposium on Applied Computational Intelligence and Informatics (SACI)E. Tuba, I. Strumberger, I. Tuba, N. Bacanin, M. Tuba, Water Cycle Algorithm for Solving Continuous p-Median Problem, 12th International Symposium on Applied Computational Intelligence and Informatics, pp. 351 - 354, May, 2018
- Monarch Butterfly Optimization Algorithm for Localization in Wireless Sensor Networks2018IEEE 28th International Conference RadioelektronikaI. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Monarch Butterfly Optimization Algorithm for Localization in Wireless Sensor Networks, IEEE 28th International Conference Radioelektronika 2018, pp. 1 - 6, Apr, 2018Otvori
- Cooperative Clustering Algorithm Based on Brain Storm Optimization and K-Means2018IEEE 28th International Conference RadioelektronikaE. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Cooperative Clustering Algorithm Based on Brain Storm Optimization and K-Means, IEEE 28th International Conference Radioelektronika, pp. 1 - 5, Apr, 2018Otvori
- Static Drone Placement by Elephant Herding Optimization Algorithm2017TelforI. Strumberger, N. Bacanin, S. Tomic, M. Beko, M. Tuba, Static Drone Placement by Elephant Herding Optimization Algorithm, IEEE 25th Telecommunications Forum TELFOR 2017, pp. 808 - 811, Nov, 2017Otvori
- Target Localization in Adverse Indoor Environments2017TelforS. Tomic, M. Beko, M. Tuba, N. Bacanin, Target Localization in Adverse Indoor Environments, IEEE 25th Telecommunications Forum TELFOR 2017, pp. 374 - 377, Nov, 2017Otvori
- Enhanced Firefly Algorithm for Constrained Numerical Optimization2017IEEE Congress on Evolutionary Computation (CEC)I. Strumberger, N. Bacanin, M. Tuba, Enhanced Firefly Algorithm for Constrained Numerical Optimization, IEEE Congress on Evolutionary Computation (CEC), pp. 2120 - 2127, Jun, 2017Otvori
- Kalman Filter for Target Tracking Using Coupled RSS and AoA Measurements201713th International Wireless Communications and Mobile Computing Conference (IWCMC 2017)D. Vicente, S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, Kalman Filter for Target Tracking Using Coupled RSS and AoA Measurements, 13th International Wireless Communications and Mobile Computing Conference (IWCMC 2017), pp. 2004 - 2008, Jun, 2017Otvori
- Hybridized Krill Herd Algorithm for Large-Scale Optimization Problems2017IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI)I. Strumberger, N. Bacanin, M. Tuba, Hybridized Krill Herd Algorithm for Large-Scale Optimization Problems, IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI), pp. 473 - 478, Jan, 2017Otvori
- An Efficient WLS Estimator for Target Localization in Wireless Sensor Networks2016TelforS. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, An Efficient WLS Estimator for Target Localization in Wireless Sensor Networks, IEEE 24th Telecommunications Forum TELFOR, pp. 467 - 470, Nov, 2016Otvori
- Constrained Portfolio Optimization by Hybridized Bat Algorithm20167th International Conference on Intelligent Systems, Modelling and Simulation ISMSI. Strumberger, N. Bacanin, M. Tuba, Constrained Portfolio Optimization by Hybridized Bat Algorithm, 7th International Conference on Intelligent Systems, Modelling and Simulation (ISMS), pp. 83 - 88, Jan, 2016Otvori
- An Algorithm for Handwritten Digit Recognition Using Projection Histograms and SVM Classifier2015TelforE. Tuba, N. Bacanin, An Algorithm for Handwritten Digit Recognition Using Projection Histograms and SVM Classifier, 23rd Telecommunications Forum TELFOR, pp. 464 - 467, Nov, 2015Otvori
- Fireworks Algorithm Applied to Constrained Portfolio Optimization Problem2015IEEE Congress on Evolutionary Computation (CEC)N. Bacanin, M. Tuba, Fireworks Algorithm Applied to Constrained Portfolio Optimization Problem, IEEE Congress on Evolutionary Computation (CEC), pp. 1242 - 1249, May, 2015Otvori
- Hierarchical Multiobjective RFID Network Planning Using Firefly Algorithm2015International Conference on Information and Communication Technology Research (ICTR)N. Bacanin, M. Tuba, R. Jovanovic, Hierarchical Multiobjective RFID Network Planning Using Firefly Algorithm, International Conference on Information and Communication Technology Research (ICTRC), pp. 282 - 285, May, 2015Otvori
- Fireworks Algorithm for RFID Network Planning Problem201525th International Conference RadioelektronikaM. Tuba, N. Bacanin, M. Beko, Fireworks Algorithm for RFID Network Planning Problem, IEEE 25th International Conference Radioelektronika, pp. 440 - 444, Apr, 2015Otvori
- RFID Network Planning by ABC Algorithm Hybridized with Heuristic for Initial Number and Locations of Readers2015UKSim-AMSS 17th International Conference on Computer Modelling and Simulation CambridgeN. Bacanin, M. Tuba, I. Strumberger, RFID Network Planning by ABC Algorithm Hybridized with Heuristic for Initial Number and Locations of Readers, UKSim-AMSS 17th International Conference on Computer Modelling and Simulation Cambridge, pp. 39 - 44, Mar, 2015Otvori
- Hybridized Fireworks Algorithm for Global Optimization20156th European Conference on Applied Mathematics and Informatics (AMATHI)N. Bacanin, M. Tuba, M. Beko, Hybridized Fireworks Algorithm for Global Optimization, 6th European Conference on Applied Mathematics and Informatics (AMATHI), pp. 108 - 114, Jan, 2015
- Multilevel Image Thresholding by Fireworks Algorithm2015IEEE 25th International Conference RadioelektronikaM. Tuba, N. Bacanin, A. Alihodzic, Multilevel Image Thresholding by Fireworks Algorithm, IEEE 25th International Conference Radioelektronika, pp. 326 - 330, 2015Otvori
- Hybridized Bat Algorithm for Multi-objective Radio Frequency Identification (RFID) Network Planning2015IEEE Congress on Evolutionary Computation (CEC)M. Tuba, N. Bacanin, Hybridized Bat Algorithm for Multi-objective Radio Frequency Identification (RFID) Network Planning, IEEE Congress on Evolutionary Computation (CEC), pp. 499 - 506, 2015Otvori
- Firefly algorithm for multi-objective RFID network planning problem2014TelforM. Tuba, N. Bacanin, A. Alihodzic, Firefly algorithm for multi-objective RFID network planning problem, IEEE 22nd Telecommunications Forum TELFOR, pp. 95 - 98, Nov, 2014Otvori
- JPEG Quantization Tables Selection by the Firefly Algorithm20144th IEEE International Conference on Multimedia Computing and Systems (ICMCS)M. Tuba, N. Bacanin, JPEG Quantization Tables Selection by the Firefly Algorithm, 4th IEEE International Conference on Multimedia Computing and Systems (ICMCS), pp. 153 - 158, Apr, 2014Otvori
- Upgraded Firefly Algorithm for Portfolio Optimization Problem201416th IEEE International Conference on Computer Modelling and Simulation, UKSim-AMSSM. Tuba, N. Bacanin, Upgraded Firefly Algorithm for Portfolio Optimization Problem, 16th IEEE International Conference on Computer Modelling and Simulation, UKSim-AMSS, pp. 112 - 117, Mar, 2014Otvori
- Cardinality Constrained Portfolio Optimization Problem by the Artificial Bee Colony (ABC) Algorithm20145th International Conference on Applied Mathematics and Informatics (AMATHI '14)N. Bacanin, M. Tuba, B. Pelevic, Cardinality Constrained Portfolio Optimization Problem by the Artificial Bee Colony (ABC) Algorithm, 5th International Conference on Applied Mathematics and Informatics (AMATHI '14), pp. 56 - 62, Jan, 2014
- Krill Herd (KH) Algorithm for Portfolio Optimization201314th International Conference on Mathematics and Computers in Business and Economics (MCBE '13)N. Bacanin, M. Tuba, B. Pelevic, Krill Herd (KH) Algorithm for Portfolio Optimization, 14th International Conference on Mathematics and Computers in Business and Economics (MCBE '13), pp. 39 - 44, Sep, 2013Otvori
- Artificial bee colony (ABC) algorithm for portfolio optimization problem20135th International Conference on Applied Economics, Business and Development (AEBD '13)N. Bacanin, B. Pelevic, M. Tuba, Artificial bee colony (ABC) algorithm for portfolio optimization problem, 5th International Conference on Applied Economics, Business and Development (AEBD '13), pp. 163 - 168, Aug, 2013Otvori
- Portfolio Optimization Problem by the Firefly Algorithm20132nd International Conference on Computers, Digital Communications and Computing (ICDCC '13)N. Bacanin, B. Pelevic, M. Tuba, Portfolio Optimization Problem by the Firefly Algorithm, 2nd International Conference on Computers, Digital Communications and Computing (ICDCC '13), pp. 63 - 68, Jun, 2013
- Artificial Immune System Algorithm Framework for Bound-Constraint Numerical Problems201312th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13)N. Bacanin, M. Tuba, Artificial Immune System Algorithm Framework for Bound-Constraint Numerical Problems, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), pp. 150 - 155, Feb, 2013Otvori
- Firefly Algorithm Applied to Integer Programming Problems201319th American Conference on Applied MathematicsN. Bacanin, I. Brajevic, M. Tuba, Firefly Algorithm Applied to Integer Programming Problems, 19th American Conference on Applied Mathematics, pp. 143 - 148, Jan, 2013
- Multilevel Image Thresholding Selection Based on the Cuckoo Search Algorithm20125th International Conference on Visualization, Imaging and Simulation (VIS'12)I. Brajevic, M. Tuba, N. Bacanin, Multilevel Image Thresholding Selection Based on the Cuckoo Search Algorithm, 5th International Conference on Visualization, Imaging and Simulation (VIS'12), pp. 217 - 222, Sep, 2012Otvori
- Firefly Algorithm with a Feasibility-Based Rules for Constrained Optimization20126th European Computing Conference (ECC'12)I. Brajevic, M. Tuba, N. Bacanin, Firefly Algorithm with a Feasibility-Based Rules for Constrained Optimization, 6th European Computing Conference (ECC'12), pp. 163 - 168, Sep, 2012Otvori
- Parallelized Cuckoo Search Algorithm for Unconstrained Optimization2012World Congress: Applied Computing Conference (ACC’12)M. Subotic, M. Tuba, N. Bacanin, D. Simian, Parallelized Cuckoo Search Algorithm for Unconstrained Optimization, World Congress: Applied Computing Conference (ACC’12), pp. 151 - 156, May, 2012Otvori
- Artificial Fish Swarm Algorithm for Unconstrained Optimization Problems2012American Conference on Applied Mathematics (AMERICAN-MATH '12)N. Bacanin, M. Tuba, N. Stanarevic, Artificial Fish Swarm Algorithm for Unconstrained Optimization Problems, American Conference on Applied Mathematics (AMERICAN-MATH '12), pp. 405 - 410, Jan, 2012Otvori
- Guided artificial bee colony algorithm2011European Computing Conference (ECC ’11)M. Tuba, N. Bacanin, N. Stanarevic, Guided artificial bee colony algorithm, European Computing Conference (ECC ’11), pp. 398 - 403, Apr, 2011Otvori
- An Object-Oriented Software Implementation of a Novel Cuckoo Search Algorithm2011European Computing Conference (ECC ’11)N. Bacanin, An Object-Oriented Software Implementation of a Novel Cuckoo Search Algorithm, Proceedings of the European Computing Conference (ECC ’11), World Scientific and Engineering Academy and Society, pp. 245 - 250, Apr, 2011Otvori
- An Object-Oriented Software Implementation of a Modified Artificial Bee Colony (ABC) Algorithm201011th International Conference on Evolutionary Computing (EC '10)N. Bacanin, M. Tuba, I. Brajevic, An Object-Oriented Software Implementation of a Modified Artificial Bee Colony (ABC) Algorithm, 11th International Conference on Evolutionary Computing (EC '10), pp. 179 - 184, Jun, 2010Otvori
- Web mining2007VI South East Europe Forum for Information and Communication Technologies - SEFICTA. NJeguš, J. Novakovic, Н. Бачанин Џакула, Web mining, Proceedings of the VI Southeast Europe Forum ICT (SEFICT), pp. 123 - 128, Jun, 2007
Ostali radovi
- Applied Modified Metaheuristic: Machine Learning Tuned for Software Defect Detection, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2025: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 28202026N. Bacanin, V. Kostic, R. Dragic, L. Jovanovic, M. Zivkovic, B. Radomirovic, V. Zeljkovic, P. Spalevic, D. Kavitha, Applied Modified Metaheuristic: Machine Learning Tuned for Software Defect Detection, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2025: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2820, CCIS Communications in Computer and Information Science: ASCIS 2025: Proceedings of International Conference on Advancements in Smart Computing and Information Security, volume 2820, pp. 120 - 130, Springer, Cham, Rajkot, Gujarat, India, Feb, 2026Otvori
- Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2025: Computing and Machine Learning, Springer, volume 16132026M. Antonijevic, L. Jovanovic, M. Zivkovic, S. Andjelic, T. Zivkovic, S. Malisic, D. Kavitha, N. Bacanin, Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2025: Computing and Machine Learning, Springer, volume 1613, LNNS Lecture Notes in Networks and Systems: CML 2025: Proceedings of International Conference on Computing and Machine Learning, volume 1613, pp. 403 - 415, Springer, Singapore, Sikkim, India, Feb, 2026Otvori
- Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 14592026L. Babic, L. Jovanovic, S. Kozakijevic, M. Zivkovic, T. Zivkovic, S. Andjelic, B. Radomirovic, N. Bacanin, Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459, LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Proceedings of International Conference on Power Engineering and Intelligent Systems, volume 1459, pp. 129 - 145, Springer, Singapore, Feb, 2026Otvori
- Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 17102026L. Babic, S. Ivanovic, L. Jovanovic, M. Markovic Blagojevic, V. Zeljkovic, M. Zivkovic, B. Radomirovic, N. Bacanin, Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 1710, LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Proceedings of International Conference on Intelligent Vision and Computing, volume 1710, pp. 1 - 14, Springer, Cham, Dehradun, India, Feb, 2026Otvori
- Modified Metaheuristic Optimization: An Application in Cloud Log Anomaly Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICTSM 2025: Trends in Sustainable Computing and Machine Intelligence, Springer, volume 17552026N. Bacanin, L. Jovanovic, S. Anetic, B. Radomirovic, M. Zivkovic, C. Varsandán, Modified Metaheuristic Optimization: An Application in Cloud Log Anomaly Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICTSM 2025: Trends in Sustainable Computing and Machine Intelligence, Springer, volume 1755, LNNS Lecture Notes in Networks and Systems: ICTSM 2025: International Conference on Trends in Sustainable Computing and Machine Intelligence, volume 1755, pp. 203 - 214, Springer, Cham, Bangkok, Thailand, Jan, 2026Otvori
- Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 16432026L. Babic, S. Ivanovic, A. Petrovic, L. Jovanovic, M. Zivkovic, A. Zivaljevic, M. Antonijevic, N. Bacanin, Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 1643, LNNS Lecture Notes in Networks and Systems: CVR 2025: Proceedings of International Conference on Computer Vision and Robotics, volume 1643, pp. 128 - 139, Springer, Cham, Goa, India, Jan, 2026Otvori
- Applied Modified Metaheuristic: Optimization for Anomaly Detection in Cloud-System Operational Logs, Chapter in LNNS Lecture Notes in Networks and Systems: WorldS4 2025: Intelligent Sustainable Systems, Springer, volume 17312026V. Kostic, L. Jovanovic, B. Radomirovic, V. Zeljkovic, E. Tuba, M. Tuba, M. Zivkovic, N. Bacanin, Applied Modified Metaheuristic: Optimization for Anomaly Detection in Cloud-System Operational Logs, Chapter in LNNS Lecture Notes in Networks and Systems: WorldS4 2025: Intelligent Sustainable Systems, Springer, volume 1731, LNNS Lecture Notes in Networks and Systems: WorldS4 2025: Intelligent Sustainable Systems, volume 1731, pp. 245 - 256, Springer, Cham, London, UK, Jan, 2026Otvori
- Classifying Birds of South America via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 4472026N. Jankovic, B. Radomirovic, L. Jovanovic, S. Ivanovic, S. Tedic, M. Zivkovic, N. Bacanin, Classifying Birds of South America via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447, SIST Smart Innovation, Systems and Technologies: CRM 2025: Proceedings of the Second Congress on Control, Robotics, and Mechatronics, volume 447, pp. 93 - 108, Springer, Singapore, Warangal, India, Jan, 2026Otvori
- Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 4472026A. Tahmouresi, L. Jovanovic, S. Malisic, V. Simic, T. Zivkovic, M. Zivkovic, J. Gavrilovic, N. Bacanin, Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447, SIST Smart Innovation, Systems and Technologies: CRM 2025: Proceedings of the Second Congress on Control, Robotics, and Mechatronics, volume 447, pp. 1 - 13, Springer, Singapore, Warangal, India, Jan, 2026Otvori
- Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 17212026D. Bulaja, B. Radomirovic, M. Tomic, V. Zeljkovic, T. Zivkovic, M. Zivkovic, L. Babic, N. Bacanin, Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 1721, LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Conference Proceedings of International Conference on Data Science and Applications, volume 1721, pp. 343 - 357, Springer, Cham, Jaipur, India, Jan, 2026Otvori
- Classification of South American Birds via Audio Analysis with Convolutional Networks Optimized by Adapted Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2025: Information Systems for Intelligent Systems, Springer, volume 17502026T. Zivkovic, M. Zivkovic, B. Radomirovic, M. Cajic, S. Adamovic, M. Stankovic, V. Zeljkovic, N. Bacanin, Classification of South American Birds via Audio Analysis with Convolutional Networks Optimized by Adapted Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2025: Information Systems for Intelligent Systems, Springer, volume 1750, LNNS Lecture Notes in Networks and Systems: ISBM 2025: Conference Proceedings of World Conference on Information Systems for Business Management, volume 1750, pp. 169 - 181, Springer, Cham, Bangkok, Thailand, Jan, 2026Otvori
- Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer2025D. Bulaja, L. Babic, V. Zeljkovic, A. Djordjevic, M. Zivkovic, M. Antonijevic, V. Marevic, N. Bacanin, Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer, CE Contributions to Economics, Global Investment Decisions in the Circular Economy, The Role of Energy Policies in Achieving Sustainable Economic Growth, pp. 185 - 199, Springer, Cham, Nov, 2025Otvori
- Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Signal Processing, Telecommunication & Embedded Systems: AI and ML Applications, Springer, volume 14302025L. Jovanovic, M. Antonijevic, M. Zivkovic, B. Radomirovic, A. Njegus, N. Bacanin, Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Signal Processing, Telecommunication & Embedded Systems: AI and ML Applications, Springer, volume 1430, LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Proceedings of Ninth International Conference on Microelectronics Electromagnetics and Telecommunications, volume 1430, pp. 1 - 15, Springer, Singapore, Kolkata, India, Nov, 2025Otvori
- Classifying Birds of Australia via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 15052025S. Malisic, N. Bacanin, N. Jankovic, L. Jovanovic, D. Bulaja, V. Markovic, T. Zivkovic, Classifying Birds of Australia via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 1505, LNNS Lecture Notes in Networks and Systems: ITAI 2025: Proceedings of International Conference on Information Technology and Artificial Intelligence, volume 1505, pp. 169 - 185, Springer, Singapore, Gurgaon, India, Oct, 2025Otvori
- Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 15052025L. Babic, S. Kozakijevic, L. Jovanovic, M. Zivkovic, S. Tedic, N. Jankovic, N. Bacanin, Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 1505, LNNS Lecture Notes in Networks and Systems: ITAI 2025: Proceedings of International Conference on Information Technology and Artificial Intelligence, volume 1505, pp. 223 - 237, Springer, Singapore, Gurgaon, India, Oct, 2025Otvori
- Ocular Disease Diagnosis Using Convolutional Neural Networks Optimized by Genetic Particle Swarm Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2024: International Conference on Information Technology and Intelligence, Springer, volume 13412025S. Petrovic, L. Jovanovic, M. Antonijevic, M. Milovanovic, A. Jokic, M. Zivkovic, N. Bacanin, M. Sarac, Ocular Disease Diagnosis Using Convolutional Neural Networks Optimized by Genetic Particle Swarm Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2024: International Conference on Information Technology and Intelligence, Springer, volume 1341, LNNS Lecture Notes in Networks and Systems: ICITI 2024: Proceedings of International Conference on Information Technology and Intelligence, volume 1341, pp. 43 - 57, Springer, Singapore, Andaman and Nicobar, India, Oct, 2025Otvori
- Convolutional Network Optimization for Call Identification of African Bird Species Using Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2025: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer2025S. Malisic, M. Protic, V. Markovic, S. Tedic, L. Jovanovic, N. Bacanin, M. Zivkovic, Convolutional Network Optimization for Call Identification of African Bird Species Using Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2025: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer, AIS Algorithms for Intelligent Systems: PCCDA 2025: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics, pp. 1 - 15, Springer, Singapore, Uttarakhand, India, Oct, 2025Otvori
- Click Stream Analysis and Fraud Detection Using Modified Metaheuristic Optimized Gated Recurrent Unit Based Models, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2025: International Conference on Data Analytics and Management, Springer, volume 15972025L. Babic, V. Zeljkovic, S. Ivanovic, L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Markovic Blagojevic, N. Bacanin, Click Stream Analysis and Fraud Detection Using Modified Metaheuristic Optimized Gated Recurrent Unit Based Models, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2025: International Conference on Data Analytics and Management, Springer, volume 1597, LNNS Lecture Notes in Networks and Systems: ICDAM 2025: Proceedings of Data Analytics and Management, volume 1597, pp. 16 - 26, Springer, Cham, London Metropolitan University, London, UK, Oct, 2025Otvori
- The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, Springer, volume 1212025S. Ivanovic, M. Antonijevic, J. Perisic, L. Jovanovic, T. Zivkovic, M. Zivkovic, N. Bacanin, The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, Springer, volume 121, SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, volume 121, pp. 261 - 275, Springer, Singapore, Ravangla, India, Oct, 2025Otvori
- Photovoltaic Power Plant Production Prediction via Modified Metaheuristic Optimized Gated Recurrent Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 14382025M. Mihajlovic, S. Malisic, V. Zeljkovic, L. Jovanovic, S. Ivanovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Photovoltaic Power Plant Production Prediction via Modified Metaheuristic Optimized Gated Recurrent Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1438, LNNS Lecture Notes in Networks and Systems: ICICC 2025: International Conference on Innovative Computing and Communications, volume 1438, pp. 611 - 623, Springer, Singapore, Delhi, India, Oct, 2025Otvori
- Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, Springer, volume 14142025L. Jovanovic, A. Petrovic, M. Tuba, M. Zivkovic, E. Tuba, N. Bacanin, Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, Springer, volume 1414, LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, volume 1414, pp. 537 - 547, Springer, Singapore, London, UK, Oct, 2025Otvori
- Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 14302025S. Ivanovic, L. Jovanovic, A. Njegus, M. Zivkovic, B. Radomirovic, N. Bacanin, Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1430, LNNS Lecture Notes in Networks and Systems: ICICC 2025: International Conference on Innovative Computing and Communications, volume 1430, pp. 541 - 554, Springer, Singapore, Delhi, India, Oct, 2025Otvori
- Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting Performance, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 14392025M. Mihajlovic, L. Jovanovic, M. Antonijevic, S. Andjelic, T. Zivkovic, M. Zivkovic, N. Bacanin, Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting Performance, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1439, LNNS Lecture Notes in Networks and Systems: ICICC 2025: International Conference on Innovative Computing and Communications, volume 1439, pp. 69 - 82, Springer, Singapore, Delhi, India, Oct, 2025Otvori
- Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 16292025A. Petrovic, V. Marevic, S. Andjelic, M. Zivkovic, L. Jovanovic, B. Radomirovic, M. Antonijevic, N. Bacanin, Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 1629, LNNS Lecture Notes in Networks and Systems: AIR 2025: Proceedings of the International Conference on AI and Robotics, volume 1629, pp. 374 - 387, Springer, Cham, Astana, Kazakhstan, Oct, 2025Otvori
- Metaheuristic Optimized Electrocardiography Anomaly Classification in Time-Series Data with Recurrent Neural Networks, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 12232025L. Jovanovic, M. Zivkovic, N. Bacanin, A. Bozovic, P. Bisevac, M. Antonijevic, Metaheuristic Optimized Electrocardiography Anomaly Classification in Time-Series Data with Recurrent Neural Networks, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 1223, LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, volume 1223, pp. 193 - 204, Springer, Cham, Oct, 2025Otvori
- Anomaly Detection in Electrocardiogram Data by Applying Metaheuristics Tuned Time-Series Classification, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 12232025A. Petrovic, L. Jovanovic, K. Venkatachalam, M. Zivkovic, N. Bacanin, N. Budimirovic, Anomaly Detection in Electrocardiogram Data by Applying Metaheuristics Tuned Time-Series Classification, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 1223, LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, volume 1223, pp. 332 - 343, Springer, Cham, Oct, 2025Otvori
- Optimizing AdaBoost by Modified Metaheuristic for Fake News Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2024: International Conference on Information Technology and Intelligence, Springer, volume 13422025M. Protic, L. Jovanovic, M. Antonijevic, M. Milovanovic, M. Zivkovic, N. Bacanin, A. Jokic, Optimizing AdaBoost by Modified Metaheuristic for Fake News Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2024: International Conference on Information Technology and Intelligence, Springer, volume 1342, LNNS Lecture Notes in Networks and Systems: ICITI 2024: Proceedings of International Conference on Information Technology and Intelligence, volume 1342, pp. 153 - 167, Springer, Singapore, Andaman and Nicobar, India, Sep, 2025Otvori
- Optimized Classifying of User Review Sentiment via Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2024: Communication and Intelligent Systems, Springer, volume 13732025L. Jovanovic, S. Kozakijevic, M. Antonijevic, M. Milovanovic, M. Mravik, M. Zivkovic, N. Bacanin, Optimized Classifying of User Review Sentiment via Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2024: Communication and Intelligent Systems, Springer, volume 1373, LNNS Lecture Notes in Networks and Systems: ICCIS 2024: Communication and Intelligent Systems, volume 1373, pp. 177 - 190, Springer, Singapore, Bhopal, India, Aug, 2025Otvori
- Photovoltaic Substation Voltage Forecasting Optimization Using Modified Metaheuristic and Gated Recurrent Unit Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer2025V. Zdravkovic, S. Ivanovic, L. Jovanovic, M. Zivkovic, S. Tedic, N. Bacanin, Photovoltaic Substation Voltage Forecasting Optimization Using Modified Metaheuristic and Gated Recurrent Unit Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICCI 2024: Proceedings of International Conference on Computational Intelligence, pp. 1 - 13, Springer, Singapore, Sardar Vallabhbhai National Institute of Technology, Surat, India, Aug, 2025Otvori
- Modifying Metaheuristic Optimizers for Hyperparameter Tuning of Machine Learning Models Tackling Malicious Node Detection in Blockchain Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer2025N. Jankovic, A. Petrovic, L. Jovanovic, M. Mihajlovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Modifying Metaheuristic Optimizers for Hyperparameter Tuning of Machine Learning Models Tackling Malicious Node Detection in Blockchain Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICCI 2024: Proceedings of International Conference on Computational Intelligence, pp. 61 - 73, Springer, Singapore, Sardar Vallabhbhai National Institute of Technology, Surat, India, Aug, 2025Otvori
- Forecasting Cloud Instance Pricing Using Metaheuristic Optimizer Multi-headed Recurrent Neural Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICDMIS 2024: Data Mining and Information Security, Springer, volume 13882025M. Protic, L. Jovanovic, M. Mravik, N. Bacanin, J. Perisic, M. Zivkovic, M. Antonijevic, Forecasting Cloud Instance Pricing Using Metaheuristic Optimizer Multi-headed Recurrent Neural Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICDMIS 2024: Data Mining and Information Security, Springer, volume 1388, LNNS Lecture Notes in Networks and Systems: ICDMIS 2024: Proceedings of Data Mining and Information Security, volume 1388, pp. 471 - 484, Springer, Singapore, Kolkata, India, Aug, 2025Otvori
- Predictive Modeling of Customer Churn: A Comparative Analysis of Ensemble Learning Techniques, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2024: Advances in Data-driven Computing and Intelligent Systems, Springer, volume 13042025V. Thomas, M. Zivkovic, L. Jovanovic, M. Antonijevic, J. Perisic, N. Bacanin, J. Cadjenovic, Predictive Modeling of Customer Churn: A Comparative Analysis of Ensemble Learning Techniques, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2024: Advances in Data-driven Computing and Intelligent Systems, Springer, volume 1304, LNNS Lecture Notes in Networks and Systems: ADCIS 2024: Proceedings of International Conference on Advances in Data-driven Computing and Intelligent Systems, volume 1304, pp. 299 - 314, Springer, Singapore, Goa, India, Jul, 2025Otvori
- Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, Springer2025S. Kozakijevic, L. Jovanovic, S. Jovanovic, T. Zivkovic, S. Malisic, M. Zivkovic, N. Bacanin, Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, Springer, SST Studies in Smart Technologies: ICIVC 2024: Proceedings of International Conference on Intelligent Vision and Computing, pp. 15 - 29, Springer, Singapore, Agartala, India, Jul, 2025Otvori
- Modifying Metaheuristics for Machine Learning Optimization: An Application in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 15292025V. Marevic, L. Jovanovic, M. Tomic, B. Radomirovic, M. Markovic Blagojevic, M. Zivkovic, N. Bacanin, Modifying Metaheuristics for Machine Learning Optimization: An Application in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 1529, LNNS Lecture Notes in Networks and Systems: INFUS 2025: Proceedings of Intelligent and Fuzzy Systems 2025 Conference, volume 1529, pp. 300 - 307, Springer, Cham, Istanbul, Turkey, Jul, 2025Otvori
- LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 15312025T. Zivkovic, L. Jovanovic, M. Zivkovic, M. Markovic Blagojevic, M. Tomic, A. Petrovic, N. Bacanin, LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 1531, LNNS Lecture Notes in Networks and Systems: INFUS 2025: Proceedings of Intelligent and Fuzzy Systems 2025 Conference, volume 1531, pp. 685 - 693, Springer, Cham, Istanbul, Turkey, Jul, 2025Otvori
- A Computer Vision-Based Approach Optimized by Modified Metaheuristic for Precise Agriculture Applications, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2024: Evolutionary Artificial Intelligence, Springer2025V. Radojcic, M. Dobrojevic, L. Jovanovic, M. Zivkovic, M. Mihajlovic, N. Bacanin, A Computer Vision-Based Approach Optimized by Modified Metaheuristic for Precise Agriculture Applications, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2024: Evolutionary Artificial Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICEAI 2024: Proceedings of International Conference on Evolutionary Artificial Intelligence, pp. 635 - 647, Springer, Singapore, Malaysia, Jul, 2025Otvori
- Multi-headed Metaheuristic-Optimized Gated Recurrent Unit Networks for Ethereum Price Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, Springer, volume 12772025N. Bacanin, L. Jovanovic, M. Mravik, M. Zivkovic, M. Milovanovic, M. Antonijevic, D. Kavitha, Multi-headed Metaheuristic-Optimized Gated Recurrent Unit Networks for Ethereum Price Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, Springer, volume 1277, LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, volume 1277, pp. 207 - 221, Springer, Singapore, Bangalore, India, Jul, 2025Otvori
- Comment Section Harassment Detection Optimized by Modified Metaheuristic Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2024: Data Science and Applications, Springer, volume 12652025J. Gajic, L. Babic, L. Jovanovic, L. Drazeta, M. Zivkovic, N. Bacanin, M. Antonijevic, Comment Section Harassment Detection Optimized by Modified Metaheuristic Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2024: Data Science and Applications, Springer, volume 1265, LNNS Lecture Notes in Networks and Systems: Proceedings of ICDSA 2024: Data Science and Applications, volume 1265, pp. 307 - 321, Springer, Singapore, Jaipur, India, Jun, 2025Otvori
- Natural Language Processing for Insider Threat Email Detection Optimized by Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 12532025A. Petrovic, N. Bacanin, M. Zivkovic, L. Jovanovic, M. Sarac, M. Antonijevic, M. Milovanovic, Natural Language Processing for Insider Threat Email Detection Optimized by Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1253, LNNS Lecture Notes in Networks and Systems: Proceedings of ISBM 2024: Information Systems for Intelligent Systems, volume 1253, pp. 389 - 399, Springer, Singapore, Bangkok, Thailand, Jun, 2025Otvori
- Social Media Harassment Detection Based on Modified Metaheuristic Optimized Adaboost Classification, Chapter in LNNS Lecture Notes in Networks and Systems: AITA 2024: Artificial Intelligence: Theory and Applications, Springer, volume 55882025D. Bulaja, L. Jovanovic, J. Perisic, M. Antonijevic, M. Zivkovic, N. Bacanin, Social Media Harassment Detection Based on Modified Metaheuristic Optimized Adaboost Classification, Chapter in LNNS Lecture Notes in Networks and Systems: AITA 2024: Artificial Intelligence: Theory and Applications, Springer, volume 5588, LNNS Lecture Notes in Networks and Systems: AITA 2024: Artificial Intelligence: Theory and Applications, volume 5588, pp. 315 - 328, Springer, Singapore, Bengaluru, India, Jun, 2025Otvori
- Ocular Disease Diagnosis Using CNNs Optimized by Modified Variable Neighborhood Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2024: International Joint Conference on Advances in Computational Intelligence, Springer2025M. Zivkovic, M. Antonijevic, L. Jovanovic, M. Krasic, N. Bacanin, T. Zivkovic, M. Milovanovic, Ocular Disease Diagnosis Using CNNs Optimized by Modified Variable Neighborhood Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2024: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2024: Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 99 - 112, Springer, Singapore, New Delhi, India, Jun, 2025Otvori
- YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 13012025T. Zivkovic, M. Zivkovic, L. Jovanovic, J. Kaljevic, M. Dobrojevic, N. Bacanin, YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301, LNNS Lecture Notes in Networks and Systems: ICDAM 2024: Proceedings of Data Analytics and Management, volume 1301, pp. 219 - 227, Springer, Singapore, London, UK, May, 2025Otvori
- Detecting Software Defects in Generated Python Code with Applied Natural Language Processing Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 12542025J. Philipose Villoth, S. John Villoth, L. Jovanovic, M. Zivkovic, J. Mani, M. Antonijevic, J. Kaljevic, M. Milovanovic, N. Bacanin, Detecting Software Defects in Generated Python Code with Applied Natural Language Processing Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1254, LNNS Lecture Notes in Networks and Systems: ISBM 2024: Proceedings of Information Systems for Intelligent Systems, volume 1254, pp. 575 - 588, Springer, Singapore, Bangkok, Thailand, May, 2025Otvori
- Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2025: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 422025N. Bacanin, L. Jovanovic, S. Ivanovic, M. Zivkovic, S. Andjelic, V. Zeljkovic, M. Mihajlovic, Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2025: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 42, ISEM Information Systems Engineering and Management: ICAIS 2025: Proceedings of 5th International Conference on Artificial Intelligence and Smart Energy, volume 42, pp. 78 - 89, Springer, Cham, Coimbatore, India, May, 2025Otvori
- Augmentation and Substitution of Medical Training Data with Generative Adversarial Networks for Machine Learning, Chapter in CCIS Communications in Computer and Information Science: MDIS 2024: Modelling and Development of Intelligent Systems, Springer, volume 24862025B. Radomirovic, L. Jovanovic, N. Budimirovic, M. Zivkovic, N. Bacanin, M. Dobrojevic, Augmentation and Substitution of Medical Training Data with Generative Adversarial Networks for Machine Learning, Chapter in CCIS Communications in Computer and Information Science: MDIS 2024: Modelling and Development of Intelligent Systems, Springer, volume 2486, CCIS Communications in Computer and Information Science: MDIS 2024: Proceedings of International Conference on Modelling and Development of Intelligent Systems, volume 2486, pp. 138 - 152, Springer, Cham, Sibiu, Romania, May, 2025Otvori
- Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 24302025S. John Villoth, J. Philipose Villoth, L. Jovanovic, J. Mani, M. Zivkovic, T. Zivkovic, N. Bacanin, M. Antonijevic, M. Milovanovic, Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 2430, CCIS Communications in Computer and Information Science: icSoftComp 2024: Soft Computing and its Engineering Applications, volume 2430, pp. 239 - 253, Springer, Cham, Bangkok, Thailand, May, 2025Otvori
- Optimizing XGBoost for Blockchain Malicious Node Detection by Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 24302025L. Jovanovic, M. Protic, N. Bacanin, M. Mravik, M. Zivkovic, M. Antonijevic, J. Cadjenovic Milovanovic, Optimizing XGBoost for Blockchain Malicious Node Detection by Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 2430, CCIS Communications in Computer and Information Science: icSoftComp 2024: Soft Computing and its Engineering Applications, volume 2430, pp. 30 - 43, Springer, Cham, Bangkok, Thailand, May, 2025Otvori
- Optimizing Sentiment Analysis on Clothing Reviews Using a BERT-Based Model and Firefly Algorithm for Hyperparameter Tuning, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2024: Artificial Intelligence and Sustainable Computing, Springer2025S. Kozakijevic, L. Jovanovic, M. Zivkovic, M. Mravik, M. Antonijevic, N. Bacanin, J. Perisic, Optimizing Sentiment Analysis on Clothing Reviews Using a BERT-Based Model and Firefly Algorithm for Hyperparameter Tuning, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2024: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2024: Proceedings of Artificial Intelligence and Sustainable Computing, pp. 27 - 37, Springer, Singapore, Gwalior, India, May, 2025Otvori
- Exploring the Prospect of Hybridizing Mel Spectrograms and Neural Networks for Acoustic Speed Violation Detection, Chapter in LNNS Lecture Notes in Networks and Systems: SoCPaR 2023: International Conference on Soft Computing and Pattern Recognition, Springer, volume 12462025M. Stankovic, L. Jovanovic, A. Bozovic, N. Budimirovic, M. Zivkovic, N. Bacanin, Exploring the Prospect of Hybridizing Mel Spectrograms and Neural Networks for Acoustic Speed Violation Detection, Chapter in LNNS Lecture Notes in Networks and Systems: SoCPaR 2023: International Conference on Soft Computing and Pattern Recognition, Springer, volume 1246, LNNS Lecture Notes in Networks and Systems: SoCPaR 2023: Proceedings of the 15th International Conference on Soft Computing and Pattern Recognition, volume 1246, pp. 26 - 38, Springer, Cham, Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India, May, 2025Otvori
- Harassment Detection in Online Discourse Using Modified Metaheuristic Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 24262025S. Kozakijevic, L. Jovanovic, J. Perisic, N. Bacanin, M. Mravik, M. Zivkovic, M. Antonijevic, Harassment Detection in Online Discourse Using Modified Metaheuristic Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2426, CCIS Communications in Computer and Information Science: ASCIS 2024: Proceedings of International Conference on Advancements in Smart Computing and Information Security, volume 2426, pp. 350 - 363, Springer, Cham, Rajkot, India, Apr, 2025Otvori
- Racism Detecting in Twitter Comments Using Metaheuristics Optimized Text Mining and Classification, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 24262025D. Dubljanin, L. Jovanovic, N. Bacanin, P. Spalevic, B. Radomirovic, M. Zivkovic, A. Njegus, Racism Detecting in Twitter Comments Using Metaheuristics Optimized Text Mining and Classification, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2426, CCIS Communications in Computer and Information Science: ASCIS 2024: Proceedings of International Conference on Advancements in Smart Computing and Information Security, volume 2426, pp. 217 - 231, Springer, Cham, Rajkot, India, Apr, 2025Otvori
- Hybrid CNN and XGBoost Model Tuned by Metaheuristics for DC Motor Failure Prediction Using Mel Spectograms, Chapter in SST Studies in Smart Technologies: WCSC 2024: World Congress on Smart Computing, Springer2025L. Jovanovic, V. Radojcic, M. Dobrojevic, M. Cajic, M. Zivkovic, N. Bacanin, Hybrid CNN and XGBoost Model Tuned by Metaheuristics for DC Motor Failure Prediction Using Mel Spectograms, Chapter in SST Studies in Smart Technologies: WCSC 2024: World Congress on Smart Computing, Springer, SST Studies in Smart Technologies: WCSC 2024: Proceedings of World Congress on Smart Computing, Springer, pp. 1 - 16, Springer, Singapore, Lucknow, India, Apr, 2025Otvori
- Exploring the potential of lightweight computer vision YOLOv8 models for effective waste classification and management2025A. Tasic, L. Jovanovic, N. Bacanin, M. Zivkovic, S. Kozakijevic, M. Antonijevic, M. Popovic, Exploring the potential of lightweight computer vision YOLOv8 models for effective waste classification and management, Chapter in Harnessing Automation and Machine Learning for Resource Recovery and Value Creation, pp. 263 - 281, Elsevier, Apr, 2025Otvori
- Waste classification using convolutional neural networks tuned by modified metaheuristics algorithm2025A. Tasic, L. Jovanovic, M. Popovic, N. Bacanin, M. Zivkovic, M. Dobrojevic, Waste classification using convolutional neural networks tuned by modified metaheuristics algorithm, Chapter in Harnessing Automation and Machine Learning for Resource Recovery and Value Creation, pp. 237 - 261, Elsevier, Apr, 2025Otvori
- Artificial Neural Networks with Soft Attention: Natural Language Processing for Phishing Email Detection Optimized with Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 23342025B. Lakicevic, Z. Spalevic, I. Volas, L. Jovanovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Artificial Neural Networks with Soft Attention: Natural Language Processing for Phishing Email Detection Optimized with Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 2334, CCIS Communications in Computer and Information Science: ANTIC 2024: Proceedings of International Conference on Advanced Network Technologies and Intelligent Computing, volume 2334, pp. 421 - 438, Springer, Cham, Varanasi, India, Mar, 2025Otvori
- IoT System Intrusion Detection with XGBoost Optimized by Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 23332025S. Ivanovic, M. Zivkovic, M. Antonijevic, J. Perisic, L. Jovanovic, V. Dedic, N. Bacanin, IoT System Intrusion Detection with XGBoost Optimized by Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 2333, CCIS Communications in Computer and Information Science: ANTIC 2024: Proceedings of International Conference on Advanced Network Technologies and Intelligent Computing, volume 2333, pp. 345 - 359, Springer, Cham, Varanasi, India, Mar, 2025Otvori
- Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects, Chapter in CCIS Communications in Computer and Information Science: ISPR 2024: Intelligent Systems and Pattern Recognition, Springer, volume 23042025S. John Villoth, J. Philipose Villoth, T. Zivkovic, M. Zivkovic, L. Jovanovic, N. Bacanin, J. Mani, Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects, Chapter in CCIS Communications in Computer and Information Science: ISPR 2024: Intelligent Systems and Pattern Recognition, Springer, volume 2304, CCIS Communications in Computer and Information Science: ISPR 2024: Proceedings of International Conference on Intelligent Systems and Pattern Recognition, volume 2304, pp. 53 - 68, Springer, Cham, Istanbul, Turkey, Mar, 2025Otvori
- Using Text Mining to Identify Employee Dissatisfaction Optimized by Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2024: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer2025V. Mizdrakovic, L. Jovanovic, M. Zivkovic, M. Antonijevic, J. Kaljevic, N. Bacanin, Using Text Mining to Identify Employee Dissatisfaction Optimized by Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2024: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer, AIS Algorithms for Intelligent Systems: PCCDA 2024: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics, pp. 1 - 14, Springer, Singapore, Rishikesh, India, Feb, 2025Otvori
- Job Satisfaction Analysis: Optimizing eXtreme Gradient Boosting with Natural Language Processing Through Modified Metaheuristic, Chapter in SIST Smart Innovation, Systems and Technologies: BIDA 2024: Business Intelligence and Data Analytics, Springer, volume 4132025A. Bozovic, L. Jovanovic, A. Nastasic, M. Antonijevic, N. Bacanin, M. Zivkovic, Job Satisfaction Analysis: Optimizing eXtreme Gradient Boosting with Natural Language Processing Through Modified Metaheuristic, Chapter in SIST Smart Innovation, Systems and Technologies: BIDA 2024: Business Intelligence and Data Analytics, Springer, volume 413, SIST Smart Innovation, Systems and Technologies: BIDA 2024: Proceedings of Business Intelligence and Data Analytics, volume 413, pp. 419 - 434, Springer, Singapore, Bengaluru, India, Feb, 2025Otvori
- Exploring the Potential of Modified Metaheuristic Optimized Long Short-term Memory Neural Networks for Earthquake Magnitude Forecasting2025N. Bacanin, L. Jovanovic, M. Dobrojevic, M. Zivkovic, M. Antonijevic, M. Salb, Exploring the Potential of Modified Metaheuristic Optimized Long Short-term Memory Neural Networks for Earthquake Magnitude Forecasting, Chapter in Multi-objective Optimization Techniques, 1st Edition, pp. 99 - 118, CRC Press, Boca Raton, Feb, 2025Otvori
- Optimizing renewable energy utilization through production and demand forecasting using optimized recurrent networks2025N. Bacanin, M. Pavlov-Kagadejev, S. Kozakijevic, L. Jovanovic, M. Zivkovic, M. Antonijevic, Optimizing renewable energy utilization through production and demand forecasting using optimized recurrent networks, Chapter in Renewable Energy Projects and Investments, Interdisciplinary Knowledge, Analysis, Opportunities, and Outlook, pp. 203 - 225, Elsevier, Feb, 2025Otvori
- Tuning Natural Language Processing by Altered Metaheuristics Algorithm for Phishing Email Identification, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2024: International Conference on Computing and Machine Learning, Springer, volume 11442025L. Jovanovic, N. Bacanin, R. Ravikumar, M. Antonijevic, M. Dobrojevic, M. Zivkovic, Tuning Natural Language Processing by Altered Metaheuristics Algorithm for Phishing Email Identification, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2024: International Conference on Computing and Machine Learning, Springer, volume 1144, LNNS Lecture Notes in Networks and Systems: CML 2024: Proceedings of International Conference on Computing and Machine Learning, volume 1144, pp. 265 - 282, Springer, Singapore, Sikkim, India, Jan, 2025Otvori
- Parkinson’s Detection From Gait Time Series Classification Using LSTM Tuned by Modified RSA Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, volume 11212024M. Zivkovic, N. Bacanin, T. Zivkovic, L. Jovanovic, J. Kaljevic, M. Antonijevic, Parkinson’s Detection From Gait Time Series Classification Using LSTM Tuned by Modified RSA Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, volume 1121, LNNS Lecture Notes in Networks and Systems: ICCCT 2023: Proceedings of International Conference on Communication and Computational Technologies, volume 1121, pp. 119 - 134, Springer, Singapore, Jaipur, India, Dec, 2024Otvori
- Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer2024A. Petrovic, L. Jovanovic, M. Antonijevic, N. Bacanin, M. Zivkovic, J. Kaljevic, Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer, AIS Algorithms for Intelligent Systems: ICICDS 2024: International Conference on Innovations in Cybersecurity and Data Science Proceedings of ICICDS, pp. 299 - 314, Springer, Singapore, Bengaluru, India, Dec, 2024Otvori
- Exploring Echo State Network for Detection of Gait Freezing in Parkinson’s Patients Optimized Through Modified Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS2024 2024: Power Engineering and Intelligent Systems, Springer, volume 12472024N. Bacanin, L. Jovanovic, G. Radic, M. Zivkovic, K. Kumpf, M. Antonijevic, Exploring Echo State Network for Detection of Gait Freezing in Parkinson’s Patients Optimized Through Modified Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS2024 2024: Power Engineering and Intelligent Systems, Springer, volume 1247, LNEE Lecture Notes in Electrical Engineering: PEIS2024 2024: Proceedings of International Conference on Power Engineering and Intelligent Systems, volume 1247, pp. 57 - 68, Springer, Singapore, Srinagar, India, Dec, 2024Otvori
- Audio Analysis Optimized by Modified Metaheuristic for Motor Predictive Maintenance, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer2024L. Jovanovic, A. Bozovic, N. Bacanin, V. Radojcic, M. Zivkovic, M. Dobrojevic, Audio Analysis Optimized by Modified Metaheuristic for Motor Predictive Maintenance, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer, AIS Algorithms for Intelligent Systems: CVR 2024: Proceedings of Computer Vision and Robotics, pp. 127 - 140, Springer, Singapore, Pune, India, Nov, 2024Otvori
- Software Defects Detection Using Adaboost Classifier Tuned by Elk Herd Optimizer, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer2024J. Philipose Villoth, S. John Villoth, N. Bacanin, J. Mani, T. Zivkovic, M. Zivkovic, L. Jovanovic, Software Defects Detection Using Adaboost Classifier Tuned by Elk Herd Optimizer, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer, AIS Algorithms for Intelligent Systems: CVR 2024: Proceedings of Computer Vision and Robotics, pp. 241 - 255, Springer, Singapore, Pune, India, Nov, 2024Otvori
- Parkinson's Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm2024N. Bacanin, L. Jovanovic, M. Zivkovic, T. Zivkovic, P. Bisevac, M. Dobrojevic, M. Sarac, M. Antonijevic, Parkinson's Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm, Chapter in Collective Intelligence, 1st Edition, pp. 204 - 229, CRC Press, Boca Raton, Nov, 2024Otvori
- Utilizing Generative Adversarial Networks for Medical Data Synthesis and Augmentation to Enhance Model Training, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2024: Congress on Control, Robotics, and Mechatronics, Springer, volume 4082024L. Jovanovic, M. Antonijevic, N. Bacanin, M. Zivkovic, I. Janicevic, T. Zivkovic, Utilizing Generative Adversarial Networks for Medical Data Synthesis and Augmentation to Enhance Model Training, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2024: Congress on Control, Robotics, and Mechatronics, Springer, volume 408, SIST Smart Innovation, Systems and Technologies: CRM 2024: Proceedings of the Second Congress on Control, Robotics, and Mechatronics, volume 408, pp. 85 - 98, Springer, Singapore, Warangal, India, Oct, 2024Otvori
- A Two Layer Hybrid Approach for Parkinson’s Disease Detection Optimized via Modified Metaheuristic Algorithm, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 152024K. Kumpf, S. Kozakijevic, L. Jovanovic, M. Cajic, M. Zivkovic, N. Bacanin, A Two Layer Hybrid Approach for Parkinson’s Disease Detection Optimized via Modified Metaheuristic Algorithm, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 15, ISEM Information Systems Engineering and Management: ICIACS 2024: proceedings of the International Conference on Innovations and Advances in Cognitive Systems, volume 15, pp. 205 - 219, Springer, Cham, Kangayam, Tamil Nadu, India, Sep, 2024Otvori
- Natural Language Processing and AdaBoost Optimized by Modified Metaheuristic for Online Harassment Detection, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 162024L. Jovanovic, N. Bacanin, B. Radomirovic, M. Zivkovic, A. Njegus, M. Antonijevic, Natural Language Processing and AdaBoost Optimized by Modified Metaheuristic for Online Harassment Detection, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 16, ISEM Information Systems Engineering and Management: ICIACS 2024: proceedings of the International Conference on Innovations and Advances in Cognitive Systems, volume 16, pp. 446 - 463, Springer, Cham, Kangayam, Tamil Nadu, India, Sep, 2024Otvori
- Online harassment detection on online data science platforms optimized by metaheuristic2024N. Bacanin, M. Kabiljo, L. Babic, V. Gajic, J. Kaljevic, M. Dobrojevic, Online harassment detection on online data science platforms optimized by metaheuristic, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 121 - 136, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Employee reviews sentiment classification using BERT encoding and AdaBoost classifier tuned by modified PSO algorithm2024V. Markovic, A. Njegus, D. Bulaja, T. Zivkovic, M. Zivkovic, J. P. Mani, N. Bacanin, Employee reviews sentiment classification using BERT encoding and AdaBoost classifier tuned by modified PSO algorithm, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 22 - 37, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 10892024M. Zivkovic, A. Petrovic, M. Sarac, L. Jovanovic, M. Antonijevic, T. Zivkovic, N. Bacanin, Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 1089, LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference, volume 1089, pp. 741 - 749, Springer, Cham, Canakkale, Turkey, Aug, 2024Otvori
- Optimizing SQL injection detection using BERT encoding and AdaBoost Classification2024M. Zivkovic, L. Jovanovic, M. Bukumira, M. Antonijevic, D. Mladenovic, M. Al Washahi, N. Bacanin, Optimizing SQL injection detection using BERT encoding and AdaBoost Classification, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 137 - 154, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Signals Intelligence Based Drone Detection Using YOLOv8 Models2024M. Protic, L. Jovanovic, M. Dobrojevic, M. Cajic, M. Zivkovic, H. Shaker, N. Bacanin, Signals Intelligence Based Drone Detection Using YOLOv8 Models, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 74 - 86, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Leveraging Metaheuristic Optimization to Enhance Insider Threat Detection Through Email Content Natural Language Processing, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 10892024N. Bacanin, L. Jovanovic, S. Janicijevic, M. Antonijevic, M. Sarac, M. Zivkovic, Leveraging Metaheuristic Optimization to Enhance Insider Threat Detection Through Email Content Natural Language Processing, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 1089, LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference, volume 1089, pp. 569 - 577, Springer, Cham, Canakkale, Turkey, Aug, 2024Otvori
- Generative Adversarial Networks for Synthetic Training Data Replacement in Phishing Email Detection Using Natural Language Processing, Chapter in AIS Algorithms for Intelligent Systems: ICSMDI 2024: International Conference on Smart Data Intelligence, Springer2024L. Jovanovic, N. Bacanin, R. Ravikumar, M. Antonijevic, G. Radic, M. Zivkovic, Generative Adversarial Networks for Synthetic Training Data Replacement in Phishing Email Detection Using Natural Language Processing, Chapter in AIS Algorithms for Intelligent Systems: ICSMDI 2024: International Conference on Smart Data Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICSMDI 2024: Proceedings of International Conference on Smart Data Intelligence, pp. 607 - 618, Springer, Singapore, Trichy, India, Jul, 2024Otvori
- Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 42024M. Antonijevic, L. Jovanovic, N. Bacanin, M. Zivkovic, J. Kaljevic, T. Zivkovic, Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 4, ISEM Information Systems Engineering and Management: ICAIS 2024: Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy, volume 4, pp. 358 - 370, Springer, Cham, Coimbatore, India, Jun, 2024Otvori
- Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 9692024N. Bacanin, L. Jovanovic, A. Toskovic, M. Zivkovic, A. Petrovic, M. Antonijevic, Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 969, LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, volume 969, pp. 291 - 304, Springer, Singapore, Jaipur, India, Jun, 2024Otvori
- Solar Flare Classification via Modified Metaheuristic Optimized Extreme Gradient Boosting, Chapter in CCIS Communications in Computer and Information Science: ILCICT 2023: Information and Communications Technologies, Springer, volume 20972024P. Bisevac, A. Toskovic, M. Salb, L. Jovanovic, A. Petrovic, M. Zivkovic, N. Bacanin, Solar Flare Classification via Modified Metaheuristic Optimized Extreme Gradient Boosting, Chapter in CCIS Communications in Computer and Information Science: ILCICT 2023: Information and Communications Technologies, Springer, volume 2097, CCIS Communications in Computer and Information Science: ILCICT 2023: Proceedings of Second International Libyan Conference, Information and Communications Technologies, volume 2097, pp. 81 - 95, Springer, Cham, Tripoli, Libya, Jun, 2024Otvori
- Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024S. Kozakijevic, L. Jovanovic, L. Babic, J. Kaljevic, M. Zivkovic, N. Bacanin, Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 647 - 659, Springer, Singapore, Dehradun, India, May, 2024Otvori
- Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024L. Babic, L. Jovanovic, A. Petrovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 337 - 352, Springer, Singapore, Dehradun, India, May, 2024Otvori
- Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2023: International Joint Conference on Advances in Computational Intelligence, Springer2024T. Dogandzic, A. Petrovic, L. Jovanovic, N. Bacanin, A. Jovanovic, M. Zivkovic, Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2023: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2023: Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 73 - 88, Springer, Singapore, SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India and Jahangirnagar University, Bangladesh, Apr, 2024Otvori
- Anomaly Detection in Electroencephalography Readings Using Long Short-Term Memory Tuned by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2023: Artificial Intelligence and Sustainable Computing, Springer2024A. Toskovic, S. Kozakijevic, L. Jovanovic, M. Zivkovic, N. Bacanin, M. Antonijevic, Anomaly Detection in Electroencephalography Readings Using Long Short-Term Memory Tuned by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2023: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2023: Artificial Intelligence and Sustainable Computing, pp. 133 - 148, Springer, Singapore, Gwalior, India, Apr, 2024Otvori
- Efficient spam email classification logistic regression model trained by modified social network search algorithm2024B. Radomirovic, A. Petrovic, M. Zivkovic, A. Njegus, N. Budimirovic, N. Bacanin, Efficient spam email classification logistic regression model trained by modified social network search algorithm, Chapter in Advanced Studies in Complex Systems, Computational Intelligence and Blockchain in Complex Systems, pp. 39 - 55, Elsevier, Apr, 2024Otvori
- Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer2024A. Toskovic, A. Petrovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Dobrojevic, Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, pp. 51 - 66, Springer, Singapore, Bangkok, Thailand, Mar, 2024Otvori
- XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer2024M. Zivkovic, L. Jovanovic, N. Bacanin, A. Petrovic, N. Savanovic, M. Dobrojevic, XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, pp. 1 - 16, Springer, Singapore, Malaysia, Mar, 2024Otvori
- Metaheuristic Optimized Extreme Gradient Boosting Milling Maintenance Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2023: Fourth Congress on Intelligent Systems, Springer, volume 8682024A. Bozovic, L. Jovanovic, E. Desnica, N. Bacanin, M. Zivkovic, M. Antonijevic, J. P. Mani, Metaheuristic Optimized Extreme Gradient Boosting Milling Maintenance Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2023: Fourth Congress on Intelligent Systems, Springer, volume 868, LNNS Lecture Notes in Networks and Systems: CIS 2023: Fourth Congress on Intelligent Systems, volume 868, pp. 361 - 374, Springer, Singapore, Bengaluru, India, Mar, 2024Otvori
- Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 8932024I. Markovic, J. Krzanovic, L. Jovanovic, A. Toskovic, N. Bacanin, A. Petrovic, M. Zivkovic, Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 893, LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, volume 893, pp. 289 - 303, Springer, Singapore, BITS Pilani, K K Birla Goa Campus, Goa, India, Mar, 2024Otvori
- The eXtreme Gradient Boosting Method Optimized by Hybridized Sine Cosine Metaheuristics for Ship Vessel Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 8912024M. Bukumira, M. Zivkovic, M. Antonijevic, L. Jovanovic, N. Bacanin, T. Zivkovic, The eXtreme Gradient Boosting Method Optimized by Hybridized Sine Cosine Metaheuristics for Ship Vessel Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 891, LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, volume 891, pp. 255 - 270, Springer, Singapore, BITS Pilani, K K Birla Goa Campus, Goa, India, Feb, 2024Otvori
- Performance Evaluation of Metaheuristics-Tuned Deep Neural Networks for HealthCare 4.0, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 19732024L. Jovanovic, S. Golubovic, N. Bacanin, G. Kunjadic, M. Antonijevic, M. Zivkovic, Performance Evaluation of Metaheuristics-Tuned Deep Neural Networks for HealthCare 4.0, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 1973, CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, volume 1973, pp. 1 - 14, Springer, Cham, Bangalore, India, Feb, 2024Otvori
- Decomposition Aided Bidirectional Long-Short-Term Memory Optimized by Hybrid Metaheuristic Applied for Wind Power Forecasting, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 19732024L. Jovanovic, K. Kumpf, N. Bacanin, M. Antonijevic, J. Mani, H. Shaker Jassim, M. Zivkovic, Decomposition Aided Bidirectional Long-Short-Term Memory Optimized by Hybrid Metaheuristic Applied for Wind Power Forecasting, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 1973, CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, volume 1973, pp. 30 - 42, Springer, Cham, Bangalore, India, Feb, 2024Otvori
- Metaheuristic Optimized BiLSTM Univariate Time Series Forecasting of Gold Prices, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2023: International Conference on Data Science and Applications, Springer, volume 8182024A. Jovanovic, T. Dogandzic, L. Jovanovic, K. Kumpf, M. Zivkovic, N. Bacanin, Metaheuristic Optimized BiLSTM Univariate Time Series Forecasting of Gold Prices, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2023: International Conference on Data Science and Applications, Springer, volume 818, LNNS Lecture Notes in Networks and Systems: ICDSA 2023: International Conference on Data Science and Applications, volume 818, pp. 221 - 235, Springer, Singapore, Jaipur, India, Feb, 2024Otvori
- Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, Springer, volume 19792024I. Strumberger, M. Zivkovic, V. R. R. Thumiki, A. Djordjevic, J. Gajic, N. Bacanin, Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, Springer, volume 1979, CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, volume 1979, pp. 38 - 52, Springer, Cham, Kaunas, Lithuania, Jan, 2024Otvori
- Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, Springer2024S. Golubovic, A. Petrovic, A. Bozovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, pp. 69 - 83, Springer, Singapore, Tirunelveli, India, Jan, 2024Otvori
- Predicting Credit Card Churn Using Support Vector Machine Tuned by Modified Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer2023M. Stankovic, L. Jovanovic, V. Marevic, A. Balghouni, M. Zivkovic, N. Bacanin, Predicting Credit Card Churn Using Support Vector Machine Tuned by Modified Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, pp. 63 - 77, Springer, Singapore, Udaipur, India, Nov, 2023Otvori
- Modified Teaching-Learning-Based Algorithm Tuned Long Short-Term Memory for Household Energy Consumption Forecasting, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer2023L. Jovanovic, M. Kljajic, A. Petrovic, V. Mizdrakovic, M. Zivkovic, N. Bacanin, Modified Teaching-Learning-Based Algorithm Tuned Long Short-Term Memory for Household Energy Consumption Forecasting, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, pp. 347 - 362, Springer, Singapore, Udaipur, India, Nov, 2023Otvori
- Employing Tuned VMD-Based Long Short-Term Memory Neural Network for Household Power Consumption Forecast, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2023: Congress on Control, Robotics, and Mechatronics, Springer, volume 3642023S. Petrovic, V. Mizdrakovic, M. Kljajic, L. Jovanovic, M. Zivkovic, N. Bacanin, Employing Tuned VMD-Based Long Short-Term Memory Neural Network for Household Power Consumption Forecast, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2023: Congress on Control, Robotics, and Mechatronics, Springer, volume 364, SIST Smart Innovation, Systems and Technologies: CRM 2023: Congress on Control, Robotics, and Mechatronics, volume 364, pp. 357 - 371, Springer, Singapore, Kota, India, Nov, 2023Otvori
- Cloud Computing Load Forecasting by Using Bidirectional Long Short-Term Memory Neural Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICICNIS 2023: IoT Based Control Networks and Intelligent Systems, Springer, volume 7892023M. Salb, A. El-sadai, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, Cloud Computing Load Forecasting by Using Bidirectional Long Short-Term Memory Neural Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICICNIS 2023: IoT Based Control Networks and Intelligent Systems, Springer, volume 789, LNNS Lecture Notes in Networks and Systems: ICICNIS 2023: IoT Based Control Networks and Intelligent Systems, volume 789, pp. 667 - 682, Springer, Singapore, Bengaluru, India, Nov, 2023Otvori
- Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 10782023N. Bacanin, M. Zivkovic, Z. Hajdarevic, A. Petrovic, N. Budimirovic, M. Antonijevic, I. Strumberger, Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 1078, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, volume 1078, pp. 125 - 137, Springer, Singapore, Noida, India, Nov, 2023Otvori
- The Long Short-Term Memory Tuning for Multi-step Ahead Wind Energy Forecasting Using Enhanced Sine Cosine Algorithm and Variation Mode Decomposition, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2023: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer2023M. Salb, L. Jovanovic, N. Bacanin, G. Kunjadic, M. Antonijevic, M. Zivkovic, V. Devi, The Long Short-Term Memory Tuning for Multi-step Ahead Wind Energy Forecasting Using Enhanced Sine Cosine Algorithm and Variation Mode Decomposition, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2023: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer, AIS Algorithms for Intelligent Systems: PCCDA 2023: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics, pp. 31 - 43, Springer, Singapore, New Delhi, India, Oct, 2023Otvori
- Oil Price Prediction Approach Using Long Short-Term Memory Network Tuned by Improved Seagull Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, Springer2023L. Jovanovic, N. Bacanin, A. Jovancai, D. Jovanovic, D. Singh, M. Antonijevic, M. Zivkovic, I. Strumberger, Oil Price Prediction Approach Using Long Short-Term Memory Network Tuned by Improved Seagull Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, pp. 253 - 265, Springer, Singapore, Gwalior, India, Sep, 2023Otvori
- Modified Artificial Bee Colony Algorithm for Tuning Simple LSTM for Multivariate Time-Series Forecasting, Chapter in AIS Algorithms for Intelligent Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer2023J. Krstovic, N. Bacanin, M. Zivkovic, A. Bozovic, M. Stankovic, M. Antonijevic, T. Bezdan, Modified Artificial Bee Colony Algorithm for Tuning Simple LSTM for Multivariate Time-Series Forecasting, Chapter in AIS Algorithms for Intelligent Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, AIS Algorithms for Intelligent Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, pp. 401 - 412, Springer, Singapore, Jaipur, India, Sep, 2023Otvori
- Univariate Individual Household Energy Forecasting by Tuned Long Short-Term Memory Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICISC 2023: Inventive Systems and Control, Springer, volume 6722023M. Stankovic, L. Jovanovic, M. Antonijevic, A. Bozovic, N. Bacanin, M. Zivkovic, Univariate Individual Household Energy Forecasting by Tuned Long Short-Term Memory Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICISC 2023: Inventive Systems and Control, Springer, volume 672, LNNS Lecture Notes in Networks and Systems: ICISC 2023: Inventive Systems and Control, volume 672, pp. 403 - 417, Springer, Singapore, Coimbatore, India, Jun, 2023Otvori
- Tackling IoT Security Challenge by Metaheuristics Tuned Extreme Learning Machine, Chapter in LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, Springer, volume 6652023L. Jovanovic, M. Gajevic, M. Dobrojevic, N. Budimirovic, N. Bacanin, M. Zivkovic, Tackling IoT Security Challenge by Metaheuristics Tuned Extreme Learning Machine, Chapter in LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, Springer, volume 665, LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, volume 665, pp. 507 - 522, Springer, Singapore, Tamil Nadu, India, Jun, 2023Otvori
- Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm for Diabetes Classification, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, Springer, volume 6132023L. Jovanovic, Z. Hajdarevic, D. Jovanovic, H. Shaker Jassim, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm for Diabetes Classification, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, Springer, volume 613, LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, volume 613, pp. 23 - 36, Springer, Singapore, Bengaluru, India, May, 2023Otvori
- Performance of Sine Cosine Algorithm for ANN Tuning and Training for IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, Springer, volume 6472023N. Bacanin, M. Zivkovic, Z. Hajdarevic, S. Janicijevic, A. Dasho, M. Marjanovic, L. Jovanovic, Performance of Sine Cosine Algorithm for ANN Tuning and Training for IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, Springer, volume 647, LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, volume 647, pp. 302 - 312, Springer, Cham, May, 2023Otvori
- Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 1662023M. Milicevic, L. Jovanovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, N. Savanovic, I. Strumberger, Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 166, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, volume 166, pp. 125 - 139, Springer, Singapore, Nepal, May, 2023Otvori
- Tuning XGBoost by Planet Optimization Algorithm: An Application for Diabetes Classification, Chapter in LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, Springer, volume 9772023L. Jovanovic, M. Djuric, M. Zivkovic, D. Jovanovic, I. Strumberger, M. Antonijevic, N. Budimirovic, N. Bacanin, Tuning XGBoost by Planet Optimization Algorithm: An Application for Diabetes Classification, Chapter in LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, Springer, volume 977, LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, volume 977, pp. 787 - 803, Springer, Singapore, Coimbatore, India, Mar, 2023Otvori
- Tuned Long Short-Term Memory Model for Ethereum Price Forecasting Through an Arithmetic Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: IBICA 2022: International Conference on Innovations in Bio-Inspired Computing and Applications, Springer, volume 6492023M. Stankovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, P. Bisevac, Tuned Long Short-Term Memory Model for Ethereum Price Forecasting Through an Arithmetic Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: IBICA 2022: International Conference on Innovations in Bio-Inspired Computing and Applications, Springer, volume 649, LNNS Lecture Notes in Networks and Systems: IBICA 2022: International Conference on Innovations in Bio-Inspired Computing and Applications, volume 649, pp. 327 - 337, Springer, Cham, Mar, 2023Otvori
- The AdaBoost Approach Tuned by SNS Metaheuristics for Fraud Detection; Chapter in AIS Algorithms for Intelligent Systems: PCCDS 2022: International Conference on Paradigms of Computing, Communication and Data Sciences, Springer2023M. Djuric, L. Jovanovic, M. Zivkovic, N. Bacanin, M. Antonijevic, M. Sarac, The AdaBoost Approach Tuned by SNS Metaheuristics for Fraud Detection; Chapter in AIS Algorithms for Intelligent Systems: PCCDS 2022: International Conference on Paradigms of Computing, Communication and Data Sciences, Springer, AIS Algorithms for Intelligent Systems: PCCDS 2022: International Conference on Paradigms of Computing, Communication and Data Sciences, pp. 115 - 128, Springer, Singapore, Jaipur, India, Feb, 2023Otvori
- Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 17612023M. Stankovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, M. Bukumira, I. Strumberger, Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 188 - 203, Springer, Cham, Sibiu, Romania, Feb, 2023Otvori
- Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 17612023N. Bacanin, A. Petrovic, M. Antonijevic, M. Zivkovic, M. Sarac, E. Tuba, I. Strumberger, Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 104 - 121, Springer, Cham, Sibiu, Romania, Feb, 2023Otvori
- Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 5522023M. Zivkovic, A. Petrovic, N. Bacanin, M. Djuric, A. Vesic, I. Strumberger, M. Marjanovic, Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 552, LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, volume 552, pp. 507 - 520, Springer, Singapore, Kolkata, India, Feb, 2023Otvori
- Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press2023A. Petrovic, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, M. Marjanovic, Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 187 - 202, Atlantic Press, Muscat, Oman, Jan, 2023Otvori
- Training a Logistic Regression Machine Learning Model for Spam Email Detection Using the Teaching-Learning-Based-Optimization Algorithm; Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press2023S. Berrou, K. Al Kalbani, M. Antonijevic, M. Zivkovic, N. Bacanin, B. Nikolic, Training a Logistic Regression Machine Learning Model for Spam Email Detection Using the Teaching-Learning-Based-Optimization Algorithm; Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 306 - 327, Atlantic Press, Muscat, Oman, Jan, 2023Otvori
- Sine Cosine Algorithm with Tangent Search for Neural Networks Dropout Regularization, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, Springer2022L. Jovanovic, M. Antonijevic, M. Zivkovic, D. Jovanovic, M. Marjanovic, N. Bacanin, Sine Cosine Algorithm with Tangent Search for Neural Networks Dropout Regularization, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, pp. 789 - 802, Springer, Singapore, Tirunelveli, India, Dec, 2022Otvori
- Tuning Multi-Layer Perceptron by Hybridized Arithmetic Optimization Algorithm for Healthcare 4.0, Chapter in Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 2152022M. Stankovic, J. Gavrilovic, D. Jovanovic, M. Zivkovic, M. Antonijevic, N. Bacanin, M. Stankovic, Tuning Multi-Layer Perceptron by Hybridized Arithmetic Optimization Algorithm for Healthcare 4.0, Chapter in Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, pp. 51 - 60, Elsevier, Coimbatore, India, Dec, 2022Otvori
- COVID-19 Fake News Detection by Improved Ant Lion Optimizer Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2021: Artificial Intelligence and Sustainable Computing, Springer2022M. Zivkovic, N. Bacanin, J. Arandjelovic, S. Stanojlovic, A. Rakic, K. Venkatachalam, COVID-19 Fake News Detection by Improved Ant Lion Optimizer Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2021: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2021: Artificial Intelligence and Sustainable Computing, pp. 469 - 484, Springer, Singapore, Gwalior, India, Nov, 2022Otvori
- Training Logistic Regression Model by Enhanced Moth Flame Optimizer for Spam Email Classification, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2022: Computer Networks and Inventive Communication Technologies, Springer, volume 1412022M. Salb, L. Jovanovic, M. Zivkovic, E. Tuba, A. El-sadai, N. Bacanin, Training Logistic Regression Model by Enhanced Moth Flame Optimizer for Spam Email Classification, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2022: Computer Networks and Inventive Communication Technologies, Springer, volume 141, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2022: Computer Networks and Inventive Communication Technologies, volume 141, pp. 753 - 768, Springer, Singapore, Coimbatore, India, Oct, 2022Otvori
- Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 10542022M. Zivkovic, A. Petrovic, K. Venkatachalam, I. Strumberger, H. Shaker Jassim, N. Bacanin, Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 1054, SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, volume 1054, pp. 285 - 305, Springer, Cham, Oct, 2022Otvori
- Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, Springer, volume 9252022M. Zivkovic, N. Bacanin, J. Arandjelovic, I. Strumberger, K. Venkatachalam, Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, Springer, volume 925, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, volume 925, pp. 1 - 12, Springer, Singapore, Greater Noida, India, Sep, 2022Otvori
- XGBoost Hyperparameters Tuning by Fitness-Dependent Optimizer for Network Intrusion Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, Springer, volume 4612022M. Zivkovic, L. Jovanovic, M. Ivanovic, N. Bacanin, I. Strumberger, P. Joseph, XGBoost Hyperparameters Tuning by Fitness-Dependent Optimizer for Network Intrusion Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, Springer, volume 461, LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, volume 461, pp. 947 - 962, Springer, Singapore, Delhi, India, Aug, 2022Otvori
- An Improved Animal Migration Optimization Approach for Extreme Learning Machine Tuning, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Springer, Volume 5052022M. Zivkovic, A. Vesic, N. Bacanin, I. Strumberger, M. Antonijevic, L. Jovanovic, An Improved Animal Migration Optimization Approach for Extreme Learning Machine Tuning, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Springer, Volume 505, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Volume 505, pp. 3 - 13, Springer, Cham, Izmir, Turkey, Jul, 2022Otvori
- The XGBoost Model for Network Intrusion Detection Boosted by Enhanced Sine Cosine Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, Springer, volume 5142022N. AlHosni, L. Jovanovic, M. Antonijevic, M. Bukumira, M. Zivkovic, I. Strumberger, J. P. Mani, N. Bacanin, The XGBoost Model for Network Intrusion Detection Boosted by Enhanced Sine Cosine Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, Springer, volume 514, LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, volume 514, pp. 213 - 228, Springer, Cham, Bangkok, Thailand, Jul, 2022Otvori
- A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 5042022N. Bacanin, M. Zivkovic, M. Sarac, A. Petrovic, I. Štrumberger, M. Antonijevic, A. Petrovic, K. Venkatachalam, A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 504, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, volume 504, pp. 1007 - 1016, Springer, Cham, Izmir, Turkey, Jul, 2022Otvori
- XGBoost Design by Multi-verse Optimiser: An Application for Network Intrusion Detection, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 1262022M. Tair, N. Bacanin, M. Zivkovic, K. Venkatachalam, I. Strumberger, XGBoost Design by Multi-verse Optimiser: An Application for Network Intrusion Detection, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 1 - 16, Springer, Singapore, Nepal, Jul, 2022Otvori
- The COVID-19 Images Classification by MobileNetV3 and Enhanced Sine Cosine Metaheuristics, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 1262022M. Zivkovic, A. Petrovic, N. Bacanin, S. Milosevic, V. Veljic, A. Vesic, The COVID-19 Images Classification by MobileNetV3 and Enhanced Sine Cosine Metaheuristics, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 937 - 950, Springer, Singapore, Nepal, Jul, 2022Otvori
- Support Vector Machine Performance Improvements by Using Sine Cosine Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: CIS 2021: Congress on Intelligent Systems, Springer, volume 1142022M. Zivkovic, N. Vukobrat, A. Chhabra, T. A. Rashid, K. Venkatachalam, N. Bacanin, Support Vector Machine Performance Improvements by Using Sine Cosine Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: CIS 2021: Congress on Intelligent Systems, Springer, volume 114, LNDECT Lecture Notes on Data Engineering and Communications Technologies: CIS 2021: Congress on Intelligent Systems, volume 114, pp. 791 - 803, Springer, Singapore, Bengaluru, India, Jul, 2022Otvori
- Novel Harris Hawks Optimization and Deep Neural Network Approach for Intrusion Detection, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, Springer2022M. Zivkovic, N. Bacanin, J. Arandjelovic, A. Rakic, I. Strumberger, P. Joseph, Novel Harris Hawks Optimization and Deep Neural Network Approach for Intrusion Detection, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, pp. 239 - 250, Springer, Singapore, May, 2022Otvori
- Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, Springer, volume 1162022M. Zivkovic, L. Jovanovic, M. Ivanovic, A. Krdzic, N. Bacanin, I. Strumberger, Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, Springer, volume 116, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, volume 116, pp. 15 - 31, Springer, Singapore, Bangalore, India, Mar, 2022Otvori
- Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2021: Computational Vision and Bio-Inspired Computing, Springer, volume 14202022N. Bacanin, M. Zivkovic, L. Jovanovic, M. Ivanovic, T. A. Rashid, Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2021: Computational Vision and Bio-Inspired Computing, Springer, volume 1420, AISC Advances in Intelligent Systems and Computing: ICCVBIC 2021: Computational Vision and Bio-Inspired Computing, volume 1420, pp. 415 - 430, Springer, Singapore, Coimbatore, India, Mar, 2022Otvori
- Support Vector Machine Performance Improvements for Cryptocurrency Value Forecasting by Enhanced Sine Cosine Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICCVR 2021: Computer Vision and Robotics, Springer2022M. Salb, M. Zivkovic, N. Bacanin, A. Chhabra, M. Suresh, Support Vector Machine Performance Improvements for Cryptocurrency Value Forecasting by Enhanced Sine Cosine Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICCVR 2021: Computer Vision and Robotics, Springer, AIS Algorithms for Intelligent Systems: ICCVR 2021: Computer Vision and Robotics, pp. 527 - 536, Springer, Singapore, Lucknow, India, Mar, 2022Otvori
- Wireless Sensor Networks Localization by Improved Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICAIAA 2021: International Conference on Artificial Intelligence: Advances and Applications, Springer2022N. Bacanin, M. Antonijevic, T. Bezdan, M. Zivkovic, T. A. Rashid, Wireless Sensor Networks Localization by Improved Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICAIAA 2021: International Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: ICAIAA 2021: International Conference on Artificial Intelligence: Advances and Applications, pp. 769 - 783, Springer, Singapore, Jaipur, India, Jan, 2022Otvori
- Enhanced Seagull Optimization Algorithm Adapted for Artificial Neural Network Training, Chapter in SIST Smart Innovation, Systems and Technologies: ICTIS 2021: International Conference on ICT for Intelligent Systems, Springer, volume 2482021N. Bacanin, M. Antonijevic, N. Vukobrat, T. Bezdan, M. Zivkovic, Enhanced Seagull Optimization Algorithm Adapted for Artificial Neural Network Training, Chapter in SIST Smart Innovation, Systems and Technologies: ICTIS 2021: International Conference on ICT for Intelligent Systems, Springer, volume 248, SIST Smart Innovation, Systems and Technologies: ICTIS 2021: International Conference on ICT for Intelligent Systems, volume 248, pp. 753 - 761, Springer, Singapore, Ahmedabad, India, Dec, 2021Otvori
- Dimensionality Reduction Using Hybrid Brainstorm Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2021: International Conference on Data Science and Applications, Springer, volume 2872021N. Bacanin, M. Zivkovic, T. Bezdan, D. Cvetnic, L. Gajic, Dimensionality Reduction Using Hybrid Brainstorm Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2021: International Conference on Data Science and Applications, Springer, volume 287, LNNS Lecture Notes in Networks and Systems: ICDSA 2021: International Conference on Data Science and Applications, volume 287, pp. 679 - 692, Springer, Singapore, Kolkata, India, Nov, 2021Otvori
- Convolutional Neural Networks Hyperparameters Optimization Using Sine Cosine Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, Springer, volume 14082021N. Bacanin, M. Zivkovic, M. Salb, I. Strumberger, A. Chhabra, Convolutional Neural Networks Hyperparameters Optimization Using Sine Cosine Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, Springer, volume 1408, AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, volume 1408, pp. 863 - 878, Springer, Singapore, Songkhla, Thailand, Oct, 2021Otvori
- Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, Springer, volume 14402021N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, M. Antonijevic, Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, Springer, volume 1440, CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, volume 1440, pp. 604 - 616, Springer, Cham, Nashik, India, Oct, 2021Otvori
- Energy Efficient Clustering in Wireless Sensor Networks by Opposition-Based Initialization Bat Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2021: International Conference on Computer Networks and Inventive Communication Technologies, Springer, volume 752021N. Bacanin, U. Arnaut, M. Zivkovic, T. Bezdan, T. A. Rashid, Energy Efficient Clustering in Wireless Sensor Networks by Opposition-Based Initialization Bat Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2021: International Conference on Computer Networks and Inventive Communication Technologies, Springer, volume 75, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2021: International Conference on Computer Networks and Inventive Communication Technologies, volume 75, pp. 1 - 16, Springer, Singapore, Coimbatore, India, Sep, 2021Otvori
- Feedforward Multi-Layer Perceptron Training by Hybridized Method between Genetic Algorithm and Artificial Bee Colony, Chapter in Data Science and Data Analytics, Chapman and Hall/CRC2021A. Cuk, T. Bezdan, N. Bacanin, M. Zivkovic, K. Venkatachalam, T. A. Rashid, V. Kanchana Devi, Feedforward Multi-Layer Perceptron Training by Hybridized Method between Genetic Algorithm and Artificial Bee Colony, Chapter in Data Science and Data Analytics, Chapman and Hall/CRC, Data Science and Data Analytics: Opportunities and Challenges, 1st Edition, CRC Press, pp. 279 - 292, Chapman and Hall/CRC, Boca Raton, Sep, 2021Otvori
- Enhanced Salp Swarm Algorithm for Feature Selection, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 3072021N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, A. Chhabra, Enhanced Salp Swarm Algorithm for Feature Selection, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 307, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 307, pp. 483 - 491, Springer, Cham, Istanbul. Turkey, Aug, 2021Otvori
- Improved Harris Hawks Optimization Adapted for Artificial Neural Network Training, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 3082021N. Bacanin, N. Vukobrat, M. Zivkovic, T. Bezdan, I. Strumberger, Improved Harris Hawks Optimization Adapted for Artificial Neural Network Training, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 308, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 308, pp. 281 - 289, Springer, Cham, Istanbul. Turkey, Aug, 2021Otvori
- Performance Analysis of the Fireworks Algorithm Versions2021I. Tuba, I. Štrumberger, E. Tuba, N. Bačanin DŽakula, M. Tuba, Performance Analysis of the Fireworks Algorithm Versions, Lecture Notes in Computer Science: Advances in Swarm Intelligence (LNCS,volume 12689), pp. 415 - 422, Springer Nature, Jul, 2021Otvori
- Convolutional Neural Networks Hyperparameters Tuning2021E. Tuba, N. Bačanin DŽakula, I. Štrumberger, M. Tuba, Convolutional Neural Networks Hyperparameters Tuning, Artificial Intelligence: Theory and Applications, Studies in Computational Intelligence (SCI,volume 973), pp. 65 - 84, Springer Nature, Jul, 2021Otvori
- Weight Optimization in Artificial Neural Network Training by Improved Monarch Butterfly Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2021: Mobile Computing and Sustainable Informatics, Springer, volume 682021N. Bacanin, T. Bezdan, M. Zivkovic, A. Chhabra, Weight Optimization in Artificial Neural Network Training by Improved Monarch Butterfly Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2021: Mobile Computing and Sustainable Informatics, Springer, volume 68, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2021: Mobile Computing and Sustainable Informatics, volume 68, pp. 397 - 409, Springer, Singapore, Nepal, Jul, 2021Otvori
- Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, Springer, volume 662021M. Zivkovic, T. Bezdan, I. Strumberger, N. Bacanin, K. Venkatachalam, Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, Springer, volume 66, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, volume 66, pp. 87 - 102, Springer, Singapore, Madurai, India, Jun, 2021Otvori
- Multi-layer Perceptron Training Using Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2020: Computational Vision and Bio-Inspired Computing, Springer, volume 13182021L. Gajic, D. Cvetnic, M. Zivkovic, T. Bezdan, N. Bacanin, S. Milosevic, Multi-layer Perceptron Training Using Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2020: Computational Vision and Bio-Inspired Computing, Springer, volume 1318, AISC Advances in Intelligent Systems and Computing: ICCVBIC 2020: Computational Vision and Bio-Inspired Computing, volume 1318, pp. 689 - 705, Springer, Singapore, Coimbatore, India, Jun, 2021Otvori
- Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction, Chapter in Lecture Notes in Networks and Systems: ICSES 2020: International Conference on Sustainable Expert Systems, Springer, LNNS, volume 1762021M. Zivkovic, N. Bacanin, A. Djordjevic, M. Antonijevic, I. Strumberger, V. K, R. Tarik, Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction, Chapter in Lecture Notes in Networks and Systems: ICSES 2020: International Conference on Sustainable Expert Systems, Springer, LNNS, volume 176, Lecture Notes in Networks and Systems, ICSES 2020: International Conference on Sustainable Expert Systems, volume 176, pp. 169 - 184, Springer, Singapore, Nepal, Mar, 2021Otvori
- Feed-Forward Neural Network Training by Hybrid Bat Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, Springer, volume 13412021S. Milosevic, T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, M. Tuba, Feed-Forward Neural Network Training by Hybrid Bat Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, Springer, volume 1341, CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, volume 1341, pp. 52 - 66, Springer, Cham, Sibiu, Romania, Feb, 2021Otvori
- Enhanced Dragonfly Algorithm Adapted for Wireless Sensor Network Lifetime Optimization, Chapter in Data Intelligence and Cognitive Informatics: ICDICI 2020, Springer2021M. Zivkovic, T. Zivkovic, K. Venkatachalam, N. Bacanin, Enhanced Dragonfly Algorithm Adapted for Wireless Sensor Network Lifetime Optimization, Chapter in Data Intelligence and Cognitive Informatics: ICDICI 2020, Springer, Algorithms for Intelligent Systems, Data Intelligence and Cognitive Informatics: ICDICI 2020, International Conference on Data Intelligence and Cognitive Informatics, pp. 803 - 817, Springer, Singapore, Tirunelveli, India, Jan, 2021Otvori
- Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Networks and Systems, Machine Learning for Predictive Analysis: ICTIS 2020, Information and Communication Technology for Intelligent Systems, Springer, LNNS, volume 1412020T. Bezdan, M. Zivkovic, M. Antonijevic, T. Zivkovic, N. Bacanin, Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Networks and Systems, Machine Learning for Predictive Analysis: ICTIS 2020, Information and Communication Technology for Intelligent Systems, Springer, LNNS, volume 141, Machine Learning for Predictive Analysis: Lecture Notes in Networks and Systems, ICTIS 2020: International Conference on Information and Communication Technology for Intelligent Systems, volume 141, pp. 163-171, Springer, Singapore, Ahmedabad. India, Oct, 2020Otvori
- Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 11972020Т. Бездан, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 955 - 963, Springer, Cham, Istanbul. Turkey, Jul, 2020Otvori
- Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 11972020Т. Бездан, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 718 - 725, Springer, Cham, Istanbul. Turkey, Jul, 2020Otvori
- Automatically Designing Convolutional Neural Network Architecture with Artificial Flora Algorithm2020M. Tuba, E. Tuba, N. Bacanin, I. Strumberger, T. Bezdan, Automatically Designing Convolutional Neural Network Architecture with Artificial Flora Algorithm, Advances in Intelligent Systems and Computing: ICT Systems and Sustainability, Springer, pp. 371 - 378, Springer, Feb, 2020Otvori
- Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling2020I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling, Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, SEMCCO 2019, FANCCO 2019, Communications in Computer and Information Science, vol 1092., pp. 201 - 212, Springer, Jan, 2020Otvori
- Modified Moth Search Algorithm for Portfolio Optimization2020I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Modified Moth Search Algorithm for Portfolio Optimization, Smart Innovation, Systems and Technologies: Smart Trends in Computing and Communications, pp. 445 - 453, Springer, Jan, 2020Otvori
- Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization, Chapter in AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, Springer, volume 11792019N. Bacanin, E. Tuba, M. Zivkovic, I. Strumberger, M. Tuba, Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization, Chapter in AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, Springer, volume 1179, AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, volume 1179, pp. 328 - 338, Springer, Cham, Bhopal. India, Dec, 2019Otvori
- Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment2019N. Bacanin, E. Tuba, T. Bezdan, I. Strumberger, M. Tuba, Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Computer Science: Intelligent Data Engineering and Automated Learning – IDEAL 2019, volume 11871, pp. 437 - 445, Springer, Oct, 2019Otvori
- Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features, Chapter in Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019)2019E. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features, Chapter in Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019), Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019), pp. 1 - 8, Springer, Chiang Mai, Thailand, Jul, 2019
- Dynamic Search Tree Growth Algorithm for Global Optimization, Chapter in IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, Springer, volume 5532019I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Dynamic Search Tree Growth Algorithm for Global Optimization, Chapter in IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, Springer, volume 553, IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, volume 553, pp. 143 - 153, Springer, Cham, Lisbon. Portugal, Apr, 2019Otvori
- Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization, Chapter in: Advances in Intelligent Systems and Computing: Hybrid Intelligent Systems, Vol. 9232019I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization, Chapter in: Advances in Intelligent Systems and Computing: Hybrid Intelligent Systems, Vol. 923, Advances in Intelligent Systems and Computing: Hybrid Intelligent Systems, volume 923, pp. 449 - 458, Springer, Mar, 2019Otvori
- Optimal Path Planning in Environments with Static Obstacles by Harmony Search Algorithm2019E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Optimal Path Planning in Environments with Static Obstacles by Harmony Search Algorithm, pp. 186 - 193, Springer Cham, Advances in Intelligent Systems and Computing book series: Advances in Harmony Search, Soft Computing and Applications, volume 1063, 2019Otvori
- Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Lecture Notes in Computer Science, Advances in Swarm Intelligence, Vol. 109412018E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Lecture Notes in Computer Science, Advances in Swarm Intelligence, Vol. 10941, Lecture Notes in Computer Science, Advances in Swarm Intelligence, Vol. 10941, pp. 283 - 291, Springer, Jun, 2018Otvori
- Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Springer-Nature Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 109412018E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Springer-Nature Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10941, Springer-Nature Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10941, pp. 283 - 291, Springer, Cham, Jun, 2018Otvori
- Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem, Chapter in Technological Innovation for Resilient Systems, IFIP Advances in Information and Communication Technology, Vol. 521, Springer2018I. Strumberger, M. Beko, M. Tuba, M. Minovic, N. Bacanin, Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem, Chapter in Technological Innovation for Resilient Systems, IFIP Advances in Information and Communication Technology, Vol. 521, Springer, Technological Innovation for Resilient Systems, IFIP Advances in Information and Communication Technology, Vol. 521, pp. 175 - 184, Springer, Cham, 2018Otvori
- Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization Problems, Chapter in Hybrid Intelligent Systems, Advances in Intelligent Systems and Computing, Vol. 734, Springer2018I. Strumberger, N. Bacanin, M. Tuba, Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization Problems, Chapter in Hybrid Intelligent Systems, Advances in Intelligent Systems and Computing, Vol. 734, Springer, Hybrid Intelligent Systems, Advances in Intelligent Systems and Computing, pp. 158 - 166, Springer Cham, 2018Otvori
- MAP Estimator for Target Tracking in Wireless Sensor Networks for Unknown Transmit Power, Chapter in IFIP Advances in Information and Communication Technology, Vol. 499, Springer2017S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, MAP Estimator for Target Tracking in Wireless Sensor Networks for Unknown Transmit Power, Chapter in IFIP Advances in Information and Communication Technology, Vol. 499, Springer, IFIP Advances in Information and Communication Technology, Vol. 499, pp. 325 - 334, Springer, 2017Otvori
- Cuckoo Search and Bat Algorithm Applied to Training Feed-Forward Neural Networks, Chapter in Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence, Vol. 585, Springer2015M. Tuba, A. Alihodzic, N. Bacanin, Cuckoo Search and Bat Algorithm Applied to Training Feed-Forward Neural Networks, Chapter in Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence, Vol. 585, Springer, Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence, Vol. 585, pp. 139 - 162, Springer International Publishing Switzerland, 2015Otvori
- Multiobjective RFID Network Planning by Artificial Bee Colony Algorithm with Genetic Operators, Chapter in Advances in Swarm and Computational Intelligence, Lecture Notes in Computer Science, Vol. 9140, Springer2015M. Tuba, N. Bacanin, M. Beko, Multiobjective RFID Network Planning by Artificial Bee Colony Algorithm with Genetic Operators, Chapter in Advances in Swarm and Computational Intelligence, Lecture Notes in Computer Science, Vol. 9140, Springer, Advances in Swarm and Computational Intelligence, Lecture Notes in Computer Science, Vol. 9140, pp. 247 - 254, Springer, 2015Otvori