| Година | Наслов | Аутор(и) | Тип резултата | Мп-кат. |
| 2026 | Optimization of Tinyml Models for Plant Disease Classification Using Pso Algorithm | V. Radojčić; M. Dobrojević ; N. Bačanin Džakula ; M. Živković ; L. Jovanović  | Конференцијски рад | |
| 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 | Поглавље у монографији | |
| 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 | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 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  | Поглавље у монографији | |
| 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 | Поглавље у монографији | |
| 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 | |
| 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 | Поглавље у монографији | |
| 2026 | Correlation Analysis of Indoor/Outdoor Air Pollutants in Residential Microenvironments | N. Jolovic; K. Rakovic; N. Novakovic; A. Petrovic ; M. Zivkovic ; U. Ramadani | Конференцијски рад | |
| 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  | Поглавље у монографији | |
| 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 | Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm | J. Cadjenovic Milovanovic; L. Babic; D. Jovanovic; M. Zivkovic ; L. Jovanovic ; M. Antonijevic ; M. Abdel-Salam; N. Bacanin  | Научни чланак | 21M21 - Водећи међународни часопис категорије M21 |
| 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 | Job Satisfaction Analysis: Optimizing eXtreme Gradient Boosting with Natural Language Processing Through Modified Metaheuristic | A. Bozovic; L. Jovanovic ; A. Nastasic; M. Antonijevic ; N. Bacanin ; M. Zivkovic  | Поглавље у монографији | |
| 2025 | IoT System Intrusion Detection with XGBoost Optimized by Modified Metaheuristics | Ivanovic, Stefan; Zivkovic, Miodrag ; Antonijevic, Milos ; Perisic, Jasmina ; Jovanovic, Luka ; Dedic, Velimir ; Bacanin, Nebojsa  | Конференцијски рад | |
| 2025 | Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1430 | S. Ivanovic; L. Jovanovic ; A. Njegus ; M. Zivkovic ; B. Radomirovic; N. Bacanin  | Поглавље у монографији | |
| 2025 | A Computer Vision-Based Approach Optimized by Modified Metaheuristic for Precise Agriculture Applications, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2024: Evolutionary Artificial Intelligence, Springer | V. Radojcic; M. Dobrojevic ; L. Jovanovic ; M. Zivkovic ; M. Mihajlovic; N. Bacanin  | Поглавље у монографији | |
| 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 | Natural Language Processing for Insider Threat Email Detection Optimized by Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1253 | A. Petrovic ; N. Bacanin ; M. Zivkovic ; L. Jovanovic ; M. Sarac ; M. Antonijevic ; M. Milovanovic | Поглавље у монографији | |
| 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  | Научни чланак | 21M21 - Водећи међународни часопис категорије M21 |