| Година | Наслов | Аутор(и) | Тип резултата | Мп-кат. |
| 2026 | Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 1721 | D. Bulaja; B. Radomirovic; M. Tomic; V. Zeljkovic; T. Zivkovic ; M. Zivkovic ; L. Babic; N. Bacanin  | Поглавље у монографији | |
| 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  | Научни чланак | 21M21 - Водећи међународни часопис категорије M21 |
| 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  | Научни чланак | 22M22 - Међународни часопис категорије M22 |
| 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  | Научни чланак | 22M22 - Међународни часопис категорије M22 |
| 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  | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 2026 | Optimizing Echo-State Networks for Unemployment Forecasting Using a Modified Metaheuristic, Chapter in CCIS Communications in Computer and Information Science: ICIST 2025: Information and Software Technologies, Springer, volume 2871 | A. Petrovic ; L. Jovanovic ; T. Zivkovic ; M. Zivkovic ; B. Radomirovic; V. Zeljkovic; M. Tomic; N. Bacanin  | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 2026 | The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly Algorithm, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2025: Soft Computing and Its Engineering Applications, Springer, volume 2873 | N. Bacanin ; B. Radomirovic; V. Zeljkovic; M. Antonijevic ; M. Zivkovic ; T. Zivkovic ; V. Gajic ; M. Jo; V. Simic | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 2026 | Metaheuristic-driven dual-layer model for classifying Alzheimer's disease stages | Anicin, Luka; Andjelic, Svetlana; Markovic-Blagojevic, Marija; Bulaja, Dejan; Zivkovic, Miodrag; Zivkovic, Tamara ; Antonijevic, Milos ; Bacanin, Nebojsa  | Научни чланак | 21M21 - Водећи међународни часопис категорије M21 |
| 2026 | Tuning Echo State Networks with a Modified Elk Herd Optimizer for Improved Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems, SCIS 2025: Sustainable Computing and Intelligent Systems, Springer, volume 1929 | M. Al Mukhaini; T. Zivkovic ; M. Zivkovic ; S. Anetic; B. Radomirovic; C. Varsandán; L. Anicin; N. Bacanin  | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 2025 | Review of Metaheuristic Approaches for Boosting Model Optimization | M. Grubješić; M. Živković ; T. Živković ; N. Bačanin Džakula  | Конференцијски рад | |
| 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  | Научни чланак | |
| 2025 | LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting | Zivkovic, Tamara ; Jovanovic, Luka ; Zivkovic, Miodrag ; Markovic Blagojevic, Marija ; Tomic, Mirjana; Petrovic, Aleksandar ; Bacanin, Nebojsa  | Поглавље у монографији | |
| 2025 | YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301 | T. Zivkovic ; M. Zivkovic ; L. Jovanovic ; J. Kaljevic ; M. Dobrojevic ; N. Bacanin  | Поглавље у монографији | |
| 2025 | Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm | V. Zeljkovic; D. Bulaja; M. Sarac ; M. Pavkovic ; L. Babic ; M. Zivkovic ; T. Zivkovic ; N. Bacanin  | Конференцијски рад | |
| 2025 | Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting Performance | M. Mihajlovic; L. Jovanovic ; M. Antonijevic ; S. Andjelic ; T. Zivkovic ; M. Zivkovic ; N. Bacanin  | Конференцијски рад | |