| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
| 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 | Poglavlje u monografiji | |
| 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  | 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 | Tuning gated recurrent unit models for electroencephalogram anomaly detection with modified particle swarm optimization metaheuristics | T. Dogandzic; N. Bacanin ; S. Vukmirovic; A. Selakov; M. Stankovic ; M. Zivkovic ; B. Radomirovic; V. Simic ; M. Abdel-Salam; M. Antonijevic  | Naučni članak | 23M23 - Međunarodni časopis kategorije M23 |
| 2026 | Optimization of Tinyml Models for Plant Disease Classification Using Pso Algorithm | V. Radojčić; M. Dobrojević ; N. Bačanin Džakula ; M. Živković ; L. Jovanović  | Konferencijski rad | |
| 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  | Poglavlje u monografiji | |
| 2026 | Classification of Hospital Admission Utilizing CatBoost Tuned by Adapted Artificial Bee Colony Metaheuristics | Varsandan, Milica ; Petrovic, Jovan ; Dabic, Petar ; Zivkovic, Tamara ; Zivkovic, Miodrag ; Radomirovic, Branislav; Janicijevic, Stefana ; Bacanin, Nebojsa  | Poglavlje u monografiji | |
| 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  | Poglavlje u monografiji | |
| 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 | Click Fraud Detection With Recurrent Neural Networks Optimized by an Adapted Version of Variable Neighborhood Search Algorithm | V. Zeljkovic; M. Zivkovic ; F. Al-Turjman; J. Gajic ; L. Babic; A. Djordjevic ; M. Antonijevic ; N. Bacanin  | Naučni članak | 22M22 - Međunarodni časopis kategorije 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  | Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 2026 | Optimizing XGBoost for Cyberbullying Detection Using Word2Vec and Modified Reptile Search Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2025: Sixth Congress on Intelligent Systems, Springer, volume 1825 | K. Milojkovic; P. Spalevic; M. Mihajlovic; V. Zeljkovic; B. Radomirovic; M. Zivkovic ; S. Anetic; N. Bacanin  | Poglavlje u monografiji | |
| 2026 | Optimizing XGBoost for Fake News Detection Using Word2Vec and Modified Metaheuristics, LNNS Lecture Notes in Networks and Systems: AITA 2025: Artificial Intelligence: Theory and Applications, Springer, volume 1863 | Z. Krsmanovic  | Poglavlje u monografiji | |
| 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 | 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 | 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  | 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 | Long-Short Term Memory Neural Networks Tuned for Unemployment Forecasting by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCN 2025: International Conference on Computing and Communication Networks, Springer, volume 1835 | N. Bacanin ; L. Jovanovic ; M. Zivkovic ; L. Babic; V. Zeljkovic; M. Markovic Blagojevic ; V. Marevic | Poglavlje u monografiji | |
| 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  | Poglavlje u monografiji | |