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| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 2026 | Applied Modified Metaheuristic: Optimization for Anomaly Detection in Cloud-System Operational Logs, Chapter in LNNS Lecture Notes in Networks and Systems: WorldS4 2025: Intelligent Sustainable Systems, Springer, volume 1731 | V. Kostic; L. Jovanovic  ; B. Radomirovic; V. Zeljkovic; E. Tuba  ; M. Tuba ; M. Zivkovic ; N. Bacanin | Book parts | |
| 2026 | Applying metaheuristic optimization for insider-threat detection using natural language processing | T. Zivkovic ; M. Zivkovic ; L. Jovanovic ; V. Simic ; B. Radomirovic; T. Mzili; V. Zeljkovic; N. Bacanin | Article | |
| 2025 | Attention augmented recurrent architectures for solar energy production forecasting | V. Markovic; L. Jovanovic ; M. Zivkovic ; B. Radomirovic; A. Njegus ; M. Abdel-Salam; V. Simic; N. Bacanin | Article | |
| 2025 | Augmentation and Substitution of Medical Training Data with Generative Adversarial Networks for Machine Learning, Chapter in CCIS Communications in Computer and Information Science: MDIS 2024: Modelling and Development of Intelligent Systems, Springer, volume 2486 | B. Radomirovic; L. Jovanovic ; N. Budimirovic; M. Zivkovic ; N. Bacanin ; M. Dobrojevic | Book parts | |
| 2025 | Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard Optimizer | D. Bulaja; T. Zivkovic ; M. Pavkovic ; V. Zeljkovic; N. Jovic; B. Radomirovic; M. Zivkovic ; N. Bacanin | Article | |
| 2025 | CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems | D. Cvetkovic; M. Zivkovic ; T. Zivkovic ; N. Bacanin ; S. Anetic; B. Radomirovic | Conference Paper | |
| 2026 | Classification of Hospital Admission Utilizing CatBoost Tuned by Adapted Artificial Bee Colony Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICSISCET 2025: Artificial Intelligence and Sustainable Computing, Springer, volume 1938 | M. Varsandán; J. Petrovic; P. Dabic; T. Zivkovic ; M. Zivkovic ; B. Radomirovic; S. Janicijevic; N. Bacanin | Book parts | |
| 2026 | Classification of South American Birds via Audio Analysis with Convolutional Networks Optimized by Adapted Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2025: Information Systems for Intelligent Systems, Springer, volume 1750 | T. Zivkovic ; M. Zivkovic ; B. Radomirovic; M. Cajic; S. Adamovic ; M. Stankovic ; V. Zeljkovic; N. Bacanin | Book parts | |
| 2026 | Classifying Birds of South America via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447 | N. Jankovic; B. Radomirovic; L. Jovanovic ; S. Ivanovic; S. Tedic; M. Zivkovic ; N. Bacanin | Book parts | |
| 2026 | Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 1710 | L. Babic; S. Ivanovic; L. Jovanovic ; M. Markovic Blagojevic ; V. Zeljkovic; M. Zivkovic ; B. Radomirovic; N. Bacanin | Book parts | |
| 2026 | Cloud System Logs Analysis Utilizing BERT and AdaBoost Tuned With Modified Sinh Cosh Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: SCIS 2025: Sustainable Computing and Intelligent Systems, Springer, volume 1928 | N. Bacanin ; S. Anetic; T. Zivkovic ; V. Thomas; M. Zivkovic ; B. Radomirovic; V. Zeljkovic; L. Anicin | Book parts | |
| 2024 | Efficient spam email classification logistic regression model trained by modified social network search algorithm | B. Radomirovic; A. Petrovic ; M. Zivkovic ; A. Njegus ; N. Budimirovic; N. Bacanin | Book parts | |
| 2025 | Enhanced Forecasting of Photovoltaic Power Output via a Modified Metaheuristic Algorithm | V. Gajić ; L. Jovanović ; V. Zeljkovic; B. Radomirovic; M. Živković ; N. Bačanin Džakula | Conference Paper | |
| 2024 | Extreme Learning Machine Optimization for Employee Satisfaction With Modified Metaheuristic | T. Abdulla; L. Jovanovic ; B. Radomirovic; A. Njegus ; M. Zivkovic ; N. Bacanin | Conference Paper | |
| 2025 | Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics | L. Jovanovic ; M. Antonijevic ; M. Zivkovic ; B. Radomirovic; A. Njegus ; N. Bacanin | Book parts | |
| 2026 | Intrusion Detection Systems in IoT Networks by LightGBM Optimized with Altered Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2025: International Conference on Communication and Computational Technologies, Springer, volume 1674 | N. Jankovic; T. Zivkovic ; V. Markovic; B. Radomirovic; M. Zivkovic ; L. Jovanovic ; N. Bacanin | Book parts | |
| 2026 | LightGBM Classifier Optimized by a Modified Firefly Algorithm for Anomaly Detection in Operational Logs of Cloud Systems, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2025: Soft Computing and Its Engineering Applications, Springer, volume 2873 | M. Varsandan; I. Kosta; S. Anetic; A. Petrovic ; T. Zivkovic ; B. Radomirovic; N. Bacanin | Book parts | |
| 2026 | Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459 | L. Babic; L. Jovanovic ; S. Kozakijevic; M. Zivkovic ; T. Zivkovic ; S. Andjelic; B. Radomirovic; N. Bacanin | Book parts | |
| 2026 | Modified Metaheuristic Optimization: An Application in Cloud Log Anomaly Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICTSM 2025: Trends in Sustainable Computing and Machine Intelligence, Springer, volume 1755 | N. Bacanin ; L. Jovanovic ; S. Anetic; B. Radomirovic; M. Zivkovic ; C. Varsandán | Book parts | |
| 2025 | Modified Metaheuristics: Hyperparameter Running Application in Air Quality Estimation | C. Varsandán; L. Jovanovic ; V. Zeljkovic; B. Radomirovic; M. Zivkovic ; N. Bacanin | Conference Paper | |