Aleksandar Petrović
Univerzitet Singidunum
Biografija
Aleksandar Petrović je rođen 24.10.1998. u Beogradu, Srbija.
Aleksandar Petrović odmah po završetku osnovnih akademskih studija na Univerzitetu Singdiunum počinje da radi kao saradnik u nastavi, gde je i završio master studije i nastavio da radi kao asistent. Trenutno završava doktorat iz oblasti veštačke inteligencije i predaje informatičku grupu predmeta. Naučnim radom se bavi od svoje 18. godine, odnosno od prve godine studiranja na Fakultetu za informatiku i računarstvo. Do sada je objavio preko 50 naučnih radova, od kojih je 10 objavljeno u prestižnim časopisima.
Obrazovanje
Srednja škola
2013 – 2017
EТŠ "Nikola Tesla"
Administrator računarskih mreža
Osnovne studije
2017 – 2021
Univerzitet Singidunum
Informatika i računarstvo
Master studije
2021 – 2022
Univerzitet Singidunum
Softversko i informaciono inženjerstvo
Doktorske studije
2022 –
Univerzitet Singidunum
Inteligentno softversko inženjerstvo
Bibliografija
Radovi u časopisima
- Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms2025A. Petrovic, C. Stoean, R. Stoean, L. Jovanovic, N. Bacanin, V. Simic, M. Antonijevic, M. Zivkovic, S. Janicijevic, Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms, ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, pp. 1 - 24, Dec, 2025Otvori
- An AI approach to analyzing and enhancing employee wellbeing and productivity2025S. Jovanović, А. Петровић, Л. Дражета, An AI approach to analyzing and enhancing employee wellbeing and productivity, The European Journal of Applied Economics, Vol. 22, No. 2, pp. 27 - 41, Oct, 2025Otvori
- Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks2025L. Jovanovic, N. Bacanin, A. Petrovic, M. Zivkovic, M. Antonijevic, V. Gajic, M. Mohamed Elsayed, M. Abouhawwash, Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks, Sustainable Computing: Informatics and Systems, No. 101174, Aug, 2025Otvori
- Business perspective on exploring the intriguing vistas of artificial intelligence2025S. Jovanović, Л. Дражета, B. Dražeta, А. Петровић, Business perspective on exploring the intriguing vistas of artificial intelligence, The European Journal of Applied Economics, Vol. 22, No. 1, pp. 1 - 17, May, 2025Otvori
- Business Perspective on Exploring the Intriguing Vistas of Artificial Intelligence2025S. Jovanović, L. Dražeta, B. Dražeta, A. Petrović, Business Perspective on Exploring the Intriguing Vistas of Artificial Intelligence, The European Journal of Applied Economics, Vol. 22, No. 1, pp. 1 - 17, Apr, 2025Otvori
- Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets2024A. Petrovic, L. Jovanovic, N. Bacanin, M. Antonijevic, N. Savanovic, M. Zivkovic, M. Milovanovic, V. Gajic, Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets, Mathematics, Vol. 12, No. 18:2918, pp. 1 - 46, Sep, 2024Otvori
- Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures2024A. Petrovic, N. Bacanin, L. Jovanovic, J. Cadjenovic, J. Kaljevic, M. Zivkovic, M. Antonijevic, Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures, International Journal of Robotics and Automation Technology, Vol. 11, pp. 1 - 12, May, 2024Otvori
- Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models2024A. Petrovic, L. Jovanovic, K. Venkatachalam, M. Zivkovic, N. Bacanin, N. Budimirovic, Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models, International Journal of Hybrid Intelligent Systems, pp. 1 - 25, May, 2024Otvori
- Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation2024R. Damaševičius, L. Jovanovic, A. Petrovic, M. Zivkovic, N. Bacanin, D. Jovanovic, M. Antonijevic, Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation, PeerJ Computer Science, No. 10:e1795, pp. 1 - 44, Jan, 2024Otvori
- Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data2023A. Minic, L. Jovanovic, N. Bacanin, C. Stoean, M. Zivkovic, P. Spalevic, A. Petrovic, M. Dobrojevic, R. Stoean, Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data, SENSORS, Vol. 23, No. 24:9878, pp. 1 - 18, Dec, 2023Otvori
- Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm2023N. Bacanin, V. Simic, M. Zivkovic, M. Alrasheedi, A. Petrovic, Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm, ANNALS OF OPERATIONS RESEARCH, Dec, 2023Otvori
- Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks2023A. Petrovic, R. Damaševičius, L. Jovanovic, A. Toskovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks, Applied Sciences, Vol. 13, No. 16:9181, pp. 1 - 28, Aug, 2023Otvori
- Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning2023N. Savanović, A. Toskovic, A. Petrovic, M. Zivkovic, R. Damaševičius, L. Jovanovic, N. Bacanin, B. Nikolic, Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning, Sustainability, Vol. 15, No. 16:12563, pp. 1 - 29, Aug, 2023Otvori
- Novel Improved Salp Swarm Algorithm: An Application for Feature Selection2022M. Zivkovic, C. Stoean, A. Chhabra, N. Budimirovic, A. Petrovic, N. Bacanin, Novel Improved Salp Swarm Algorithm: An Application for Feature Selection, SENSORS, Vol. 22, No. 5, pp. 1 - 25, Feb, 2022Otvori
- Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization2021N. Bacanin, R. Stoean, M. Zivkovic, A. Petrovic, T. A. Rashid, T. Bezdan, Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization, Mathematics, Vol. 9, No. 21, pp. 1 - 33, Oct, 2021Otvori
Radovi na konferencijama
- Forecasting Domestic Solar Power Production via Recurrent Networks Tuned by a Modified Metaheuristic20252025 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)I. Strumberger, L. Jovanovic, A. Petrovic, J. Gavrilovic, T. Bezdan, E. Tuba, Forecasting Domestic Solar Power Production via Recurrent Networks Tuned by a Modified Metaheuristic, IEEE, Aug, 2025Otvori
- Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security20252025 International Conference on Circuit, Systems and Communication (ICCSC), IEEEA. Petrovic, L. Jovanovic, T. Zivkovic, V. Zeljkovic, M. Zivkovic, N. Bacanin, Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security, 2025 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fez, Morocco, pp. 1 - 6, Jun, 2025Otvori
- Intrusion Detection Techniques and Swarm Intelligence Cybersecurity Review2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceZ. Krsmanović, S. Tešanović, A. Petrović, M. Živković, T. Živković, Intrusion Detection Techniques and Swarm Intelligence Cybersecurity Review, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 206 - 212, May, 2025Otvori
- Ethical Concerns and Mass Agentic AI Adoption2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceS. Jovanović, L. Dražeta, A. Petrović, M. Živković, N. Bačanin Džakula, Ethical Concerns and Mass Agentic AI Adoption, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 369 - 375, May, 2025Otvori
- Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease Detection2024TelforA. Petrovic, L. Jovanovic, K. D, N. Bacanin, M. Zivkovic, S. Malisic, Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease Detection, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRU2024TelforL. Jovanovic, N. Jovic, A. Petrovic, N. Budimirovic, M. Zivkovic, N. Bacanin, Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRU, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting20242024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC)A. Petrovic, J. Perisic, L. Jovanovic, M. Zivkovic, M. Antonijevic, N. Bacanin, Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting, 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC), IEEE, Gwalior, India, pp. 252 - 257, Jul, 2024Otvori
- Application of Virtual Reality With Production Robotics2024Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceN. Jović, M. Živković, N. Bačanin Džakula, A. Petrović, L. Jovanović, Application of Virtual Reality With Production Robotics, Sinteza 2024 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 419 - 424, May, 2024Otvori
- Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm20242024 IEEE International Conference on Contemporary Computing and Communications (InC4)N. Bacanin, L. Jovanovic, M. Djordjevic, A. Petrovic, T. Zivkovic, M. Zivkovic, M. Antonijevic, Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm, 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, Bangalore, India, pp. 1 - 6, Mar, 2024Otvori
- Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm20242024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)N. Bacanin, A. Petrovic, L. Jovanovic, M. Zivkovic, T. Zivkovic, M. Sarac, Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm, 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), IEEE, Lalitpur, Nepal, pp. 1 - 8, Jan, 2024Otvori
- Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm2023TelforL. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, A. Petrovic, T. Zivkovic, Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation2023TelforL. Jovanovic, A. Petrovic, T. Zivkovic, M. Antonijevic, N. Bacanin, M. Zivkovic, Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)L. Jovanovic, M. Zivkovic, N. Budimirovic, A. Petrovic, I. Strumberger, N. Bacanin, Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 183 - 186, Oct, 2023Otvori
- Multivariate Bitcoin price prediction based on LSTM tuned by hybrid reptile search algorithm20232023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)M. Todorovic, A. Petrovic, A. Toskovic, M. Zivkovic, L. Jovanovic, N. Bacanin, Multivariate Bitcoin price prediction based on LSTM tuned by hybrid reptile search algorithm, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 195 - 198, Oct, 2023Otvori
- The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection2023Proceedings 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, 2023Otvori
- The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection20222022 IEEE World Conference on Applied Intelligence and Computing (AIC)A. Petrovic, N. Bacanin, M. Zivkovic, M. Marjanovic, M. Antonijevic, I. Strumberger, The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 834 - 839, Jun, 2022Otvori
- Optimizing Extreme Learning Machine by Animal Migration Optimization20222022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)A. Vesic, M. Marjanovic, A. Petrovic, I. Strumberger, E. Tuba, T. Bezdan, Optimizing Extreme Learning Machine by Animal Migration Optimization, 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 261 - 266, May, 2022Otvori
- Firefly-Xgboost Approach for Pedestrian Detection20222022 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, 2022Otvori
- Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security2022TelforН. Милутиновић, М. Гајевић, Ј. Крстовић, A. Petrović, Н. Бачанин Џакула, М. Антонијевић, Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security, pp. 1 - 4, 2022Otvori
- Sine Cosine Algorithm for Simple recurrent neural network Tuning for Stock Market Prediction2022TelforЛ. Јовановић, Н. Милутиновић, М. Гајевић, Ј. Крстовић, T. Rashid, A. Petrović, Sine Cosine Algorithm for Simple recurrent neural network Tuning for Stock Market Prediction, pp. 1 - 4, 2022Otvori
- Plant Classification Using Firefly Algorithm and Support Vector Machine2022Sinteza 2022M. Milovanović, A. Petrović, H. Shaker Jassim, I. Štrumberger, M. Živković, Plant Classification Using Firefly Algorithm and Support Vector Machine, Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research, pp. 443 - 448, 2022Otvori
- A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm20212021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)M. Zivkovic, C. Stoean, A. Petrovic, N. Bacanin, I. Strumberger, T. Zivkovic, A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm, 2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), pp. 259 - 266, Dec, 2021Otvori
- Cryptocurrency Price Prediction by Using Hybrid Machine Learning and Beetle Antennae Search Approach2021TelforA. Petrovic, I. Strumberger, T. Bezdan, H. Shaker Jassim, S. Suleiman Nassor, Cryptocurrency Price Prediction by Using Hybrid Machine Learning and Beetle Antennae Search Approach, 2021 29th Telecommunications Forum (TELFOR), Belgrade, Serbia, pp. 1 - 4, Nov, 2021Otvori
- Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization20212021 Zooming Innovation in Consumer Technologies Conference (ZINC)T. Bezdan, А. Petrovic, M. Zivkovic, I. Strumberger, V Kanchana Devi, N. Bacanin, Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 5 - 10, May, 2021Otvori
- Singibot - a student services chatbot2020Sinteza 2020A. Petrović, M. Živković, N. Bačanin Džakula, Singibot - a student services chatbot, Sinteza 2020, Oct, 2020
- Integration of Artificial Intelligence with Cloud Services2019Sinteza 2019A. Petrović, M. Živković, Integration of Artificial Intelligence with Cloud Services, Sinteza 2019, pp. 381 - 387, Apr, 2019Otvori
- Place of blockchain in economy2018EKOB 2018 Economy in Transformed Security EnvironmentA. Petrović, M. Jovanović, Place of blockchain in economy, Mar, 2018
- Big data and cyber security: contemporary issues2017The 9th International Conference on Business Information Security (BISEC-2017)D. Mitić, M. Jovanović, N. Biga, N. Đaković, A. Petrović, Big data and cyber security: contemporary issues, Oct, 2017
Ostali radovi
- Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 16432026L. Babic, S. Ivanovic, A. Petrovic, L. Jovanovic, M. Zivkovic, A. Zivaljevic, M. Antonijevic, N. Bacanin, Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 1643, LNNS Lecture Notes in Networks and Systems: CVR 2025: Proceedings of International Conference on Computer Vision and Robotics, volume 1643, pp. 128 - 139, Springer, Cham, Goa, India, Jan, 2026Otvori
- Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, Springer, volume 14142025L. Jovanovic, A. Petrovic, M. Tuba, M. Zivkovic, E. Tuba, N. Bacanin, Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, Springer, volume 1414, LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, volume 1414, pp. 537 - 547, Springer, Singapore, London, UK, Oct, 2025Otvori
- Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 16292025A. Petrovic, V. Marevic, S. Andjelic, M. Zivkovic, L. Jovanovic, B. Radomirovic, M. Antonijevic, N. Bacanin, Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 1629, LNNS Lecture Notes in Networks and Systems: AIR 2025: Proceedings of the International Conference on AI and Robotics, volume 1629, pp. 374 - 387, Springer, Cham, Astana, Kazakhstan, Oct, 2025Otvori
- Anomaly Detection in Electrocardiogram Data by Applying Metaheuristics Tuned Time-Series Classification, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 12232025A. Petrovic, L. Jovanovic, K. Venkatachalam, M. Zivkovic, N. Bacanin, N. Budimirovic, Anomaly Detection in Electrocardiogram Data by Applying Metaheuristics Tuned Time-Series Classification, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, Springer, volume 1223, LNNS Lecture Notes in Networks and Systems: HIS 2023: International Conference on Hybrid Intelligent Systems, volume 1223, pp. 332 - 343, Springer, Cham, Oct, 2025Otvori
- Modifying Metaheuristic Optimizers for Hyperparameter Tuning of Machine Learning Models Tackling Malicious Node Detection in Blockchain Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer2025N. Jankovic, A. Petrovic, L. Jovanovic, M. Mihajlovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Modifying Metaheuristic Optimizers for Hyperparameter Tuning of Machine Learning Models Tackling Malicious Node Detection in Blockchain Networks, Chapter in AIS Algorithms for Intelligent Systems: ICCI 2024: International Conference on Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICCI 2024: Proceedings of International Conference on Computational Intelligence, pp. 61 - 73, Springer, Singapore, Sardar Vallabhbhai National Institute of Technology, Surat, India, Aug, 2025Otvori
- LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 15312025T. Zivkovic, L. Jovanovic, M. Zivkovic, M. Markovic Blagojevic, M. Tomic, A. Petrovic, N. Bacanin, LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 1531, LNNS Lecture Notes in Networks and Systems: INFUS 2025: Proceedings of Intelligent and Fuzzy Systems 2025 Conference, volume 1531, pp. 685 - 693, Springer, Cham, Istanbul, Turkey, Jul, 2025Otvori
- Natural Language Processing for Insider Threat Email Detection Optimized by Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 12532025A. Petrovic, N. Bacanin, M. Zivkovic, L. Jovanovic, M. Sarac, M. Antonijevic, M. Milovanovic, Natural Language Processing for Insider Threat Email Detection Optimized by Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1253, LNNS Lecture Notes in Networks and Systems: Proceedings of ISBM 2024: Information Systems for Intelligent Systems, volume 1253, pp. 389 - 399, Springer, Singapore, Bangkok, Thailand, Jun, 2025Otvori
- Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer2024A. Petrovic, L. Jovanovic, M. Antonijevic, N. Bacanin, M. Zivkovic, J. Kaljevic, Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer, AIS Algorithms for Intelligent Systems: ICICDS 2024: International Conference on Innovations in Cybersecurity and Data Science Proceedings of ICICDS, pp. 299 - 314, Springer, Singapore, Bengaluru, India, Dec, 2024Otvori
- Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 10892024M. Zivkovic, A. Petrovic, M. Sarac, L. Jovanovic, M. Antonijevic, T. Zivkovic, N. Bacanin, Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 1089, LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference, volume 1089, pp. 741 - 749, Springer, Cham, Canakkale, Turkey, Aug, 2024Otvori
- Exploring YOLOv8 architecture applications for weed detection in crops2024A. Petrovic, M. Pavkovic, M. Svicevic, N. Budimirovic, V. Gajic, D. Jovanovic, Exploring YOLOv8 architecture applications for weed detection in crops, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 57 - 73, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Structured query language injection detection with natural language processing techniques optimized by metaheuristics2024A. Jokic, N. Jovic, V. Gajic, M. Svicevic, M. Pavkovic, A. Petrovic, Structured query language injection detection with natural language processing techniques optimized by metaheuristics, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 155 - 170, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Reinforcement Learning and Gamification: a Framework for Integrating Intelligent Agents In Retro Video Games2024N. 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, 2024Otvori
- Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 9692024N. Bacanin, L. Jovanovic, A. Toskovic, M. Zivkovic, A. Petrovic, M. Antonijevic, Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 969, LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, volume 969, pp. 291 - 304, Springer, Singapore, Jaipur, India, Jun, 2024Otvori
- Solar Flare Classification via Modified Metaheuristic Optimized Extreme Gradient Boosting, Chapter in CCIS Communications in Computer and Information Science: ILCICT 2023: Information and Communications Technologies, Springer, volume 20972024P. Bisevac, A. Toskovic, M. Salb, L. Jovanovic, A. Petrovic, M. Zivkovic, N. Bacanin, Solar Flare Classification via Modified Metaheuristic Optimized Extreme Gradient Boosting, Chapter in CCIS Communications in Computer and Information Science: ILCICT 2023: Information and Communications Technologies, Springer, volume 2097, CCIS Communications in Computer and Information Science: ILCICT 2023: Proceedings of Second International Libyan Conference, Information and Communications Technologies, volume 2097, pp. 81 - 95, Springer, Cham, Tripoli, Libya, Jun, 2024Otvori
- Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024L. Babic, L. Jovanovic, A. Petrovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 337 - 352, Springer, Singapore, Dehradun, India, May, 2024Otvori
- Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2023: International Joint Conference on Advances in Computational Intelligence, Springer2024T. Dogandzic, A. Petrovic, L. Jovanovic, N. Bacanin, A. Jovanovic, M. Zivkovic, Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2023: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2023: Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 73 - 88, Springer, Singapore, SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India and Jahangirnagar University, Bangladesh, Apr, 2024Otvori
- Efficient spam email classification logistic regression model trained by modified social network search algorithm2024B. Radomirovic, A. Petrovic, M. Zivkovic, A. Njegus, N. Budimirovic, N. Bacanin, Efficient spam email classification logistic regression model trained by modified social network search algorithm, Chapter in Advanced Studies in Complex Systems, Computational Intelligence and Blockchain in Complex Systems, pp. 39 - 55, Elsevier, Apr, 2024Otvori
- Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer2024A. Toskovic, A. Petrovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Dobrojevic, Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, pp. 51 - 66, Springer, Singapore, Bangkok, Thailand, Mar, 2024Otvori
- XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer2024M. Zivkovic, L. Jovanovic, N. Bacanin, A. Petrovic, N. Savanovic, M. Dobrojevic, XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, pp. 1 - 16, Springer, Singapore, Malaysia, Mar, 2024Otvori
- Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 8932024I. Markovic, J. Krzanovic, L. Jovanovic, A. Toskovic, N. Bacanin, A. Petrovic, M. Zivkovic, Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 893, LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, volume 893, pp. 289 - 303, Springer, Singapore, BITS Pilani, K K Birla Goa Campus, Goa, India, Mar, 2024Otvori
- Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, Springer2024S. Golubovic, A. Petrovic, A. Bozovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, pp. 69 - 83, Springer, Singapore, Tirunelveli, India, Jan, 2024Otvori
- Modified Teaching-Learning-Based Algorithm Tuned Long Short-Term Memory for Household Energy Consumption Forecasting, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer2023L. Jovanovic, M. Kljajic, A. Petrovic, V. Mizdrakovic, M. Zivkovic, N. Bacanin, Modified Teaching-Learning-Based Algorithm Tuned Long Short-Term Memory for Household Energy Consumption Forecasting, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, pp. 347 - 362, Springer, Singapore, Udaipur, India, Nov, 2023Otvori
- Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 10782023N. Bacanin, M. Zivkovic, Z. Hajdarevic, A. Petrovic, N. Budimirovic, M. Antonijevic, I. Strumberger, Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 1078, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, volume 1078, pp. 125 - 137, Springer, Singapore, Noida, India, Nov, 2023Otvori
- Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 17612023N. Bacanin, A. Petrovic, M. Antonijevic, M. Zivkovic, M. Sarac, E. Tuba, I. Strumberger, Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 104 - 121, Springer, Cham, Sibiu, Romania, Feb, 2023Otvori
- Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 5522023M. Zivkovic, A. Petrovic, N. Bacanin, M. Djuric, A. Vesic, I. Strumberger, M. Marjanovic, Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 552, LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, volume 552, pp. 507 - 520, Springer, Singapore, Kolkata, India, Feb, 2023Otvori
- Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press2023A. Petrovic, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, M. Marjanovic, Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 187 - 202, Atlantic Press, Muscat, Oman, Jan, 2023Otvori
- The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection2023A. 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 Optimizer2023A. 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
- Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 10542022M. Zivkovic, A. Petrovic, K. Venkatachalam, I. Strumberger, H. Shaker Jassim, N. Bacanin, Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 1054, SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, volume 1054, pp. 285 - 305, Springer, Cham, Oct, 2022Otvori
- A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 5042022N. Bacanin, M. Zivkovic, M. Sarac, A. Petrovic, I. Štrumberger, M. Antonijevic, A. Petrovic, K. Venkatachalam, A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 504, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, volume 504, pp. 1007 - 1016, Springer, Cham, Izmir, Turkey, Jul, 2022Otvori
- The COVID-19 Images Classification by MobileNetV3 and Enhanced Sine Cosine Metaheuristics, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 1262022M. Zivkovic, A. Petrovic, N. Bacanin, S. Milosevic, V. Veljic, A. Vesic, The COVID-19 Images Classification by MobileNetV3 and Enhanced Sine Cosine Metaheuristics, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 937 - 950, Springer, Singapore, Nepal, Jul, 2022Otvori
- Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, Springer, volume 14402021N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, M. Antonijevic, Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, Springer, volume 1440, CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, volume 1440, pp. 604 - 616, Springer, Cham, Nashik, India, Oct, 2021Otvori
- Enhanced Salp Swarm Algorithm for Feature Selection, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 3072021N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, A. Chhabra, Enhanced Salp Swarm Algorithm for Feature Selection, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 307, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 307, pp. 483 - 491, Springer, Cham, Istanbul. Turkey, Aug, 2021Otvori