Miloš Antonijević

Univerzitet Singidunum

Biografija

Miloš Antonijević je rođen 17.04.1982. u Jagodini, Srbija.

Obrazovanje
Doktorske studije
2016 – 2020
Fakultet za Informatiku i računarstvo, Univerzitet Singidunum
Napredni sistemi zaštite
Master studije
2012 – 2014
Fakultet organizacionih nauka
Elektronsko poslovanje
Visoka škola
2002 – 2007
Pravoslavni bogoslovski fakultet
Srednja škola
1997 – 2001
Gimnazija Svetozar Marković, Jagodina
prirodno-matematički smer
Bibliografija
Knjige
  • Upravljanje softverskim projektom
    2024
    Miloš Antonijević, Upravljanje softverskim projektom, Univerzitet Singidunum, 2024
Radovi u časopisima
  • Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages
    2026
    L. 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, 2026
    Otvori
  • Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm
    2026
    J. 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, 2026
    Otvori
  • Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristics
    2026
    T. 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, 2026
    Otvori
  • Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms
    2025
    A. 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, 2025
    Otvori
  • Exploring the applicability of decision trees and deep neural networks optimized by metaheuristics for predictive maintenance in milling
    2025
    A. 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, 2025
    Otvori
  • Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security
    2025
    N. 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, 2025
    Otvori
  • Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder Classification
    2025
    L. Babic, S. Kozakijevic, L. Jovanovic, B. Radomirovic, I. Strumberger, M. Antonijevic, N. Jankovic, S. Tedic, Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder Classification, Management Science Advances, Vol. 2, No. 1, pp. 158 - 171, Aug, 2025
    Otvori
  • Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks
    2025
    L. 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, 2025
    Otvori
  • Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing
    2025
    M. 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, 2025
    Otvori
  • Towards sustainable societies: Convolutional neural networks optimized by modified crayfish optimization algorithm aided by AdaBoost and XGBoost for waste classification tasks
    2025
    A. 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, 2025
    Otvori
  • Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework
    2025
    M. 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, 2025
    Otvori
  • Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting
    2025
    A. 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, 2025
    Otvori
  • Audio analysis with convolutional neural networks and boosting algorithms tuned by metaheuristics for respiratory condition classification
    2024
    S. 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, 2024
    Otvori
  • Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction
    2024
    A. 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, 2024
    Otvori
  • Consumer Feedback Sentiment Classification Improved Via Modified Metaheuristic Optimization Natural Language Processing
    2024
    S. 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, 2024
    Otvori
  • Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles
    2024
    P. 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, 2024
    Otvori
  • Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers
    2024
    D. 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, 2024
    Otvori
  • Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting
    2024
    M. 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, 2024
    Otvori
  • Computer Vision Based Areal Photographic Rocket Detection using YOLOv8 Models
    2024
    L. 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, 2024
    Otvori
  • Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets
    2024
    A. 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, 2024
    Otvori
  • Identifying and understanding student dropouts using metaheuristic optimized classifiers and explainable artificial intelligence techniques
    2024
    G. 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, 2024
    Otvori
  • Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures
    2024
    A. 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, 2024
    Otvori
  • Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics
    2024
    L. 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, 2024
    Otvori
  • Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics
    2024
    N. 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, 2024
    Otvori
  • Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks
    2024
    L. 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, 2024
    Otvori
  • Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics
    2024
    A. 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, 2024
    Otvori
  • Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting
    2024
    L. 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, 2024
    Otvori
  • Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation
    2024
    R. 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, 2024
    Otvori
  • Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection
    2023
    D. 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, 2023
    Otvori
  • Enhancing Internet of Things Network Security Using Hybrid CNN and XGBoost Model Tuned via Modified Reptile Search Algorithm
    2023
    M. 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, 2023
    Otvori
  • Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning
    2023
    L. 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, 2023
    Otvori
  • Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection
    2023
    N. 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, 2023
    Otvori
  • Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks
    2023
    N. 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, 2023
    Otvori
  • Tuned long short-term memory model for Ethereum price forecasting through an arithmetic optimization algorithm
    2023
    L. 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, 2023
    Otvori
  • IoT Integrated Edge Platform for Secure Industrial Application with Deep Learning
    2023
    S. 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, 2023
    Otvori
  • Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0
    2023
    L. 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, 2023
    Otvori
  • Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation
    2023
    C. 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, 2023
    Otvori
  • Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator
    2022
    L. 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, 2022
    Otvori
  • Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images
    2022
    M. 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, 2022
    Otvori
  • Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering
    2022
    N. 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, 2022
    Otvori
  • Carrot grading system using computer vision feature parameter with cascaded graph convolution neural network
    2022
    M. Bukumira, M. Antonijevic, D. Jovanovic, M. Zivkovic, D. Mladenovic, G. Kunjadic, Carrot grading system using computer vision feature parameter with cascaded graph convolution neural network, JOURNAL OF ELECTRONIC IMAGING, Vol. 31, No. 6, pp. 1 - 15, Jul, 2022
  • Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments
    2022
    M. 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 Detection
    2022
    D. 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, 2022
    Otvori
  • Multi-Swarm Algorithm for Extreme Learning Machine Optimization
    2022
    N. 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, 2022
    Otvori
  • Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes
    2022
    N. 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, 2022
    Otvori
  • COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification
    2022
    N. 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, 2022
    Otvori
  • Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection
    2022
    S. 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, 2022
    Otvori
  • Predictive data regression technique based carbon nanotube biosensor for efficient patient health monitoring system
    2021
    K. 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, 2021
    Otvori
  • Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment
    2020
    M. Antonijevic, M. Zivkovic, S. Arsic, A. Jevremovic, Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment, Journal of Sensors, Vol. 2020, pp. 1 - 12, Mar, 2020
    Otvori
  • The Potential for the Use of EEG Data in Electronic Assessments
    2018
    M. Antonijević, G. Šimić, A. Jevremović, M. Veinović, S. Arsić, The Potential for the Use of EEG Data in Electronic Assessments, Serbian Journal of Electrical Engineering, Vol. 15, No. 3, pp. 339 - 351, Oct, 2018
    Otvori
Radovi na konferencijama
  • Hyperparameter Tuning with Modified Metaheuristics for Intrusion Detection in IoT Networks
    2025
    Telfor
    I. 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, 2025
    Otvori
  • Modified Metaheuristics for Intrusion Detection in the Internet of Things
    2025
    2025 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, 2025
    Otvori
  • Improving Fake News Detection on Social Media Platforms Using Modified Metaheuristics and Machine Learning
    2024
    2024 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, 2024
    Otvori
  • Utilizing Modified Metaheuristic Optimizers for Computer Vision Optimization in Agriculture
    2024
    2024 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, 2024
    Otvori
  • Applied Natural Language Processing: User Review Sentiment Classification Optimized by Modified Metaheuristics
    2024
    2024 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, 2024
    Otvori
  • Exploring Lightweight YOLOv8 Architectures for Circuit Board Defect Detection
    2024
    2024 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, 2024
    Otvori
  • Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform
    2024
    2024 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, 2024
    Otvori
  • Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting
    2024
    2024 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, 2024
    Otvori
  • Insider Threat Identification From Accessed Website Content Optimized by Modified Metaheuristic
    2024
    2024 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, 2024
    Otvori
  • Exploring Pre-Trained Model Potential for Reflective Vest Real Time Detection With YOLOv8 Models
    2024
    2024 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, 2024
    Otvori
  • Generative Adversarial Network for Data Augmentation and Substitution
    2024
    2024 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, 2024
    Otvori
  • Using Different Types of Blockchain to Increase Efficiency for Specific Applications, Sinteza 2024, Belgrade, Serbia
    2024
    Sinteza 2024
    M. Bukumira, M. Antonijević, Đ. Mladenović, Using Different Types of Blockchain to Increase Efficiency for Specific Applications, Sinteza 2024, Belgrade, Serbia, pp. 206 - 211, May, 2024
  • Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm
    2024
    2024 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, 2024
    Otvori
  • Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm
    2023
    Telfor
    L. 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, 2023
    Otvori
  • Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation
    2023
    Telfor
    L. 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, 2023
    Otvori
  • Comparison of YOLO architectures for face mask detection in images
    2023
    2023 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, 2023
    Otvori
  • The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection
    2023
    Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022)
    A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022), pp. 219 - 234, Jan, 2023
    Otvori
  • Tuning Artificial Neural Network for Healthcare 4.0. by Sine Cosine Algorithm
    2023
    2023 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, 2023
    Otvori
  • Forecasting Ethereum Price by Tuned Long Short-Term Memory Model
    2022
    Telfor
    M. 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, 2022
    Otvori
  • Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion Detection
    2022
    2022 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, 2022
    Otvori
  • The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection
    2022
    2022 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, 2022
    Otvori
  • Feature Selection by Improved Sand Cat Swarm Optimizer for Intrusion Detection
    2022
    2022 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, 2022
    Otvori
  • Extreme learning machine tuning by original sine cosine algorithm
    2022
    2022 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, 2022
    Otvori
  • The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection
    2022
    2022 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, 2022
    Otvori
  • An emperor penguin optimizer application for medical diagnostics
    2022
    2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)
    L. Jovanovic, M. Zivkovic, M. Antonijevic, D. Jovanovic, M. Ivanovic, H. Shaker Jassim, An emperor penguin optimizer application for medical diagnostics, 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 191 - 196, May, 2022
    Otvori
  • Firefly-Xgboost Approach for Pedestrian Detection
    2022
    2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)
    A. Petrovic, I. Strumberger, M. Antonijevic, D. Jovanovic, D. Mladenovic, A. Chhabra, Firefly-Xgboost Approach for Pedestrian Detection, 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 197 - 202, May, 2022
    Otvori
  • Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security
    2022
    Telfor
    Н. 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, 2022
    Otvori
  • The Potential Of Using EEG Data In Evaluation Of Visual Short-Term Memory Test Results
    2019
    IcETRAN
    М. Антонијевић, M. Živković, S. Arsić, A. Jevremović, The Potential Of Using EEG Data In Evaluation Of Visual Short-Term Memory Test Results, IcETRAN 2019, Jun, 2019
  • Human-Computer Interaction Monitoring and Analytics Platform - Wisconsin Card Sorting Test Application
    2018
    HealthyIoT 2018 - 5th EAI International Conference on IoT Technologies for HealthCare
    A. Jevremovic, S. Arsic, M. Antonijević, A. Ioannou, N. Garcia, Human-Computer Interaction Monitoring and Analytics Platform - Wisconsin Card Sorting Test Application, Nov, 2018
  • Potentials of using artificial intelligence and EEG data in electronic assessments
    2018
    IcETRAN
    M. Antonijevic, G. Shimic, A. Jevremovic, M. Veinović, Potentials of using artificial intelligence and EEG data in electronic assessments, Zbornik radova, pp. 1253 - 1255, Jun, 2018
    Otvori
  • Secret key agreement by public discussion from EEG signals of participants
    2018
    IcETRAN
    M. Milosavljević, S. Adamović, A. Jevremović, M. Antonijević, Secret key agreement by public discussion from EEG signals of participants, Zbornik radova, pp. 1256 - 1259, Jun, 2018
    Otvori
Ostali radovi
  • 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
    2026
    M. 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, 2026
    Otvori
  • 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
    2026
    L. 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, 2026
    Otvori
  • Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer
    2025
    D. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • 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
    2025
    M. 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, 2025
    Otvori
  • 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
    2025
    M. 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, 2025
    Otvori
  • 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
    2025
    A. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2025
    M. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2025
    N. 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, 2025
    Otvori
  • 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
    2025
    M. 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, 2025
    Otvori
  • 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
    2025
    V. 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, 2025
    Otvori
  • 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
    2025
    N. 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, 2025
    Otvori
  • 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
    2025
    J. 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, 2025
    Otvori
  • 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
    2025
    A. 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, 2025
    Otvori
  • 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
    2025
    D. 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, 2025
    Otvori
  • 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
    2025
    M. 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, 2025
    Otvori
  • 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
    2025
    J. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • Exploring the potential of lightweight computer vision YOLOv8 models for effective waste classification and management
    2025
    A. 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, 2025
    Otvori
  • 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
    2025
    S. 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, 2025
    Otvori
  • 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
    2025
    V. 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, 2025
    Otvori
  • 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
    2025
    A. 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, 2025
    Otvori
  • Exploring the Potential of Modified Metaheuristic Optimized Long Short-term Memory Neural Networks for Earthquake Magnitude Forecasting
    2025
    N. 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, 2025
    Otvori
  • Optimizing renewable energy utilization through production and demand forecasting using optimized recurrent networks
    2025
    N. 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, 2025
    Otvori
  • 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
    2025
    L. 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, 2025
    Otvori
  • 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
    2024
    M. 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, 2024
    Otvori
  • 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
    2024
    A. 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, 2024
    Otvori
  • 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
    2024
    N. 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, 2024
    Otvori
  • Parkinson's Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm
    2024
    N. 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, 2024
    Otvori
  • 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
    2024
    L. 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, 2024
    Otvori
  • 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
    2024
    L. 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, 2024
    Otvori
  • 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
    2024
    M. 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, 2024
    Otvori
  • Optimizing SQL injection detection using BERT encoding and AdaBoost Classification
    2024
    M. 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, 2024
    Otvori
  • 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
    2024
    N. 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, 2024
    Otvori
  • Reinforcement Learning and Gamification: a Framework for Integrating Intelligent Agents In Retro Video Games
    2024
    N. Josipovic, A. Petrovic, A. Cuk, M. Antonijevic, D. Jovanovic, N. Budimirovic, Reinforcement Learning and Gamification: a Framework for Integrating Intelligent Agents In Retro Video Games, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 87 - 101, Atlantis Press, Muscat, Oman, Aug, 2024
    Otvori
  • 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
    2024
    L. 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, 2024
    Otvori
  • 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
    2024
    M. 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, 2024
    Otvori
  • 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
    2024
    N. 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, 2024
    Otvori
  • 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
    2024
    A. 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, 2024
    Otvori
  • 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
    2024
    A. 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, 2024
    Otvori
  • 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
    2024
    M. 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, 2024
    Otvori
  • 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
    2024
    L. 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, 2024
    Otvori
  • 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
    2024
    L. 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, 2024
    Otvori
  • 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
    2024
    S. 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, 2024
    Otvori
  • 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
    2023
    N. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    L. 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, 2023
    Otvori
  • 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
    2023
    J. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    L. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    L. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    M. 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, 2023
    Otvori
  • 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
    2023
    N. 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, 2023
    Otvori
  • The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection
    2023
    A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 219 - 234, Atlantis Press, Springer Nature, Jan, 2023
  • Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer
    2023
    A. Petrovic, M. Antonijevic, I. Stumberger, N. Savanovic, S. Janicijevic, N. Budimirovic, Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 203 - 218, Atlantis Press, Springer Nature, Jan, 2023
  • 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
    2023
    S. 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, 2023
    Otvori
  • 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
    2022
    L. 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, 2022
    Otvori
  • 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
    2022
    M. 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, 2022
    Otvori
  • 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
    2022
    M. 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, 2022
    Otvori
  • 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
    2022
    N. 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, 2022
    Otvori
  • 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
    2022
    N. 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, 2022
    Otvori
  • 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
    2022
    N. 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, 2022
    Otvori
  • 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
    2021
    N. 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, 2021
    Otvori
  • 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
    2021
    N. 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, 2021
    Otvori
  • 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
    2021
    M. 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, 2021
    Otvori
  • 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
    2020
    T. 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, 2020
    Otvori