| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
| 2026 | An Optimized XGBoost Approach for Racism Detection in Twitter Comments Employing Gensim and Modified Variable Neighborhood Search, LNNS Lecture Notes in Networks and Systems: ICDPN 2025: Data Processing and Networking, Springer, volume 2025 | J. Maricic; D. Cvetkovic; M. Grubjesic; T. Zivkovic ; M. Zivkovic ; L. Anicin; S. Anetic; N. Bacanin  | Poglavlje u monografiji | |
| 2026 | Metaheuristic optimization of ML for software testing defect prediction: a systematic review and critical analysis of methods, datasets, and research gaps | T. Zivkovic ; M. Zivkovic  | Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 2026 | 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 | M. Antonijevic ; L. Jovanovic ; M. Zivkovic ; S. Andjelic; T. Zivkovic ; S. Malisic; D. Kavitha; N. Bacanin  | Poglavlje u monografiji | |
| 2026 | Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm | S. John Villoth; P. Dabic; T. Zivkovic ; M. Zivkovic ; S. Andjelic ; M. Mravik ; V. Simic; M. Abdel-Salam; N. Bacanin  | Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 2026 | Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages | N. Bacanin ; L. Anicin; S. Andjelic ; M. Markovic Blagojevic ; D. Bulaja; M. Zivkovic ; T. Zivkovic ; M. Antonijevic  | Naučni članak | 21M21 - Vodeći međunarodni časopis kategorije M21 |
| 2026 | Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447 | A. Tahmouresi; L. Jovanovic ; S. Malisic; V. Simic; T. Zivkovic ; M. Zivkovic ; J. Gavrilovic ; N. Bacanin  | Poglavlje u monografiji | |
| 2026 | Cloud Log Analysis Utilizing BERT Preprocessing and XGBoost Model Optimized by Modified Beetle Antennae Search Algorithm, LNNS Lecture Notes in Networks and Systems: ICICC 2026: Innovative Computing and Communications, Springer, volume 2037 | S. Anetic; I. Kosta; N. Macek; M. Antonijevic ; B. Radomirovic; T. Zivkovic ; M. Zivkovic ; N. Bacanin  | Poglavlje u monografiji | |
| 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  | Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 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  | Poglavlje u monografiji | |
| 2026 | Anomaly Detection in Cloud Operation Logs Utilizing NLP and AdaBoost Tuned by Modified Crayfish Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2026: Innovative Computing and Communications, Springer, volume 2052 | S. Anetic; M. Mihajlovic; B. Radomirovic; D. Bulaja; T. Zivkovic ; M. Zivkovic ; L. Anicin; N. Bacanin  | Poglavlje u monografiji | |
| 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  | Poglavlje u monografiji | |
| 2025 | Classifying Birds of Australia via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 1505 | S. Malisic; N. Bacanin ; N. Jankovic; L. Jovanovic ; D. Bulaja; V. Markovic; T. Zivkovic  | Poglavlje u monografiji | |
| 2025 | Ant Colony Optimization Algorithm for Frontend Resource Prioritization | D. Bulaja; K. Stojiljković; M. Živković ; N. Bačanin Džakula ; T. Živković  | Konferencijski rad | |
| 2025 | Steam Players Count Forecasting with LSTM Tuned by Modified RSA | M. Markovic Blagojevic ; D. Kavitha; L. Jovanovic ; T. Zivkovic ; M. Zivkovic ; N. Bacanin  | Konferencijski rad | |
| 2025 | Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics | D. Bulaja; S. Andjelic ; T. Zivkovic ; L. Jovanovic ; M. Zivkovic ; N. Bacanin ; S. Ivanovic | Konferencijski rad | |
| 2025 | Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects | Villoth, Saramma John; Villoth, John Philipose; Zivkovic, Tamara ; Zivkovic, Miodrag ; Jovanovic, Luka ; Bacanin, Nebojsa ; Mani, Joseph | Konferencijski rad | |
| 2025 | Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, Springer | S. Kozakijevic; L. Jovanovic ; S. Jovanovic; T. Zivkovic ; S. Malisic; M. Zivkovic ; N. Bacanin  | Poglavlje u monografiji | |
| 2025 | Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security | A. Petrovic ; L. Jovanovic ; T. Zivkovic ; V. Zeljkovic; M. Zivkovic ; N. Bacanin  | Konferencijski rad | |
| 2025 | Review of Metaheuristic Approaches for Boosting Model Optimization | M. Grubješić; M. Živković ; T. Živković ; N. Bačanin Džakula  | Konferencijski rad | |
| 2025 | 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 | S. Ivanovic; M. Antonijevic ; J. Perisic ; L. Jovanovic ; T. Zivkovic ; M. Zivkovic ; N. Bacanin  | Poglavlje u monografiji | |