| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
| 2026 | Cardiovascular Diseases Risk Prediction Using XGBoost Classifier Optimized by Adapted Firefly Algorithm, chapter in LNNS Lecture Notes in Networks and Systems: ICAIN 2025: International Conference on Artificial Intelligence and Networks, Springer, volume 1930 | P. Dabic; J. Petrovic; T. Zivkovic   ; M. Zivkovic ; B. Radomirovic; S. Anetic; I. Kosta; V. Zeljkovic; 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 | Cardiovascular Conditions Risk Assessment Utilizing SMOTE Preprocessing XGBoost Optimized by Modified Firefly Algorithm | Bacanin, Nebojsa ; Petrovic, Jovan ; Dabic, Petar ; Zivkovic, Tamara ; Zivkovic, Miodrag ; Radomirovic, Branislav; Kosta, Ivan; Anicin, Luka | Poglavlje u monografiji | |
| 2026 | Cardiovascular Conditions Risk Assessment Utilizing SMOTE Preprocessing XGBoost Optimized by Modified Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDPN 2025: Data Processing and Networking, Springer, volume 1934 | N. Bacanin ; J. Petrovic; P. Dabic; T. Zivkovic ; M. Zivkovic ; B. Radomirovic; I. Kosta; L. Anicin | 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 | Alzheimer Stages Classification Using Convolutional Neural Networks Optimized by Modified Chimp Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCI 2025: International Conference on Computational Intelligence, Springer, volume 2062 | M. Djordjevic; A. Kravtsov; D. Cvetkovic; M. Grubjesic; L. Anicin; T. Zivkovic ; M. Zivkovic ; N. Bacanin | Poglavlje u monografiji | |
| 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 | 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 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Solar Energy Production Forecasting with Long Short-Term Memory Networks Optimized by Modified Firefly Algorithm, Chapter in SST Studies in Smart Technologies: WCSC 2025: World Congress on Smart Computing, Springer | S. Malisic; S. Andjelic; S. Tedic; B. Radomirovic; L. Jovanovic ; N. Bacanin ; M. Zivkovic | Poglavlje u monografiji | |
Živković, Miodrag
