| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
| 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 | 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 | 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 | 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 | 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 | Naučni članak | 21M21 - Vodeći međunarodni časopis kategorije M21 |
| 2026 | XGBoost Classifier Optimized with a Modified Sinh Cosh Algorithm for Anomaly Detection in Cloud System Operational Logs, Chapter in LNNS Lecture Notes in Networks and Systems: ICDPN 2025: Data Processing and Networking, Springer, volume 2005 | S. Anetic; I. Kosta; B. Radomirovic; N. Lukovic; T. Zivkovic ; M. Zivkovic ; M. Antonijevic ; N. Bacanin | Poglavlje u monografiji | |
| 2026 | Cloud System Logs Analysis With NLP and XGBoost Optimized by Adapted Sine Cosine Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2025: International Conference on Information Technology and Intelligence, Springer, volume 2031 | J. Maricic; S. Anetic; T. Zivkovic ; V. Thomas; M. Zivkovic ; B. Radomirovic; 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 | 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 | 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 | |
| 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 | |
| 2025 | Artificial Neural Networks with Soft Attention: Natural Language Processing for Phishing Email Detection Optimized with Modified Metaheuristics | B. Lakicevic; Z. Spalevic ; I. Volas; L. Jovanovic ; M. Zivkovic ; T. Zivkovic ; N. Bacanin | Poglavlje u monografiji | |
| 2025 | Applied Metaheuristic Hyperparameter Tuning: Machine Learning in Internet of Things Cybersecurity | N. Bacanin ; L. Jovanovic ; M. Zivkovic ; C. Stoean; T. Zivkovic ; M. Antonijevic | Konferencijski rad | |
| 2025 | Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing | Villoth, Saramma John; Villoth, John Philipose; Jovanovic, Luka ; Mani, Joseph; Zivkovic, Miodrag ; Zivkovic, Tamara ; Bacanin, Nebojsa ; Antonijevic, Milos ; Milovanovic, Marina | Konferencijski rad | |
| 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 | Poglavlje u monografiji | |
| 2025 | Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction | J. Philipose Villoth; M. Zivkovic ; T. Zivkovic ; M. Abdel-Salam; M. Hammad; L. Jovanovic ; V. Simic ; N. Bacanin | Naučni članak | 21M21 - Vodeći međunarodni časopis kategorije M21 |
| 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 | Poglavlje u monografiji | |
Živković, Tamara
