| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 2025 | A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting | L. Babic ; L. Jovanovic ; J. Cadjenovic; M. Mohamed Elsayed; M. Hammad; M. Zivkovic ; V. Simic; N. Bacanin  | Article | |
| 2025 | Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: ICICT 2025: International Congress on Information and Communication Technology, Springer, volume 1414 | L. Jovanovic ; A. Petrovic ; M. Tuba ; M. Zivkovic ; E. Tuba ; N. Bacanin  | Book parts | |
| 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  | Book parts | |
| 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  | Article | |
| 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 | Book parts | |
| 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  | Book parts | |
| 2025 | Multi-headed Metaheuristic-Optimized Gated Recurrent Unit Networks for Ethereum Price Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, Springer, volume 1277 | N. Bacanin ; L. Jovanovic ; M. Mravik ; M. Zivkovic ; M. Milovanovic; M. Antonijevic ; D. Kavitha | Book parts | |
| 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  | Conference Paper | |
| 2025 | Racism Detecting in Twitter Comments Using Metaheuristics Optimized Text Mining and Classification | D. Dubljanin; L. Jovanovic ; N. Bacanin ; P. Spalevic ; B. Radomirovic; M. Zivkovic ; A. Njegus  | Book parts | |
| 2025 | Using Text Mining to Identify Employee Dissatisfaction Optimized by Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2024: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer | V. Mizdrakovic ; L. Jovanovic ; M. Zivkovic ; M. Antonijevic ; J. Kaljevic ; N. Bacanin  | Book parts | |
| 2025 | Exploring the potential of lightweight computer vision YOLOv8 models for effective waste classification and management | A. Tasic; L. Jovanovic ; N. Bacanin ; M. Zivkovic ; S. Kozakijevic; M. Antonijevic ; M. Popovic | Book parts | |
| 2025 | Modified Metaheuristics: Hyperparameter Running Application in Air Quality Estimation | C. Varsandán; L. Jovanovic ; V. Zeljkovic; B. Radomirovic; M. Zivkovic ; N. Bacanin  | Conference Paper | |
| 2025 | Detecting Software Defects in Generated Python Code with Applied Natural Language Processing Optimized by Modified Metaheuristic | J. Philipose Villoth; S. John Villoth; L. Jovanovic ; M. Zivkovic ; J. Mani; M. Antonijevic ; J. Kaljevic ; M. Milovanovic ; N. Bacanin  | Book parts | |
| 2025 | Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks | L. Jovanovic ; N. Bacanin ; A. Petrovic ; M. Zivkovic ; M. Antonijevic ; V. Gajic ; M. Mohamed Elsayed; M. Abouhawwash | Article | |
| 2025 | The Ids Security Challenge Solutions Offered by Metaheuristic Optimization | D. Cvetković; M. Živković ; N. Bačanin Džakula  | Conference Paper | |
| 2025 | Optimized Classifying of User Review Sentiment via Modified Metaheuristic | L. Jovanovic ; S. Kozakijevic ; M. Antonijevic ; M. Milovanovic ; M. Mravik ; M. Zivkovic ; N. Bacanin  | Book parts | |
| 2025 | Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics | L. Jovanovic ; M. Antonijevic ; M. Zivkovic ; B. Radomirovic; A. Njegus ; N. Bacanin  | Book parts | |
| 2025 | The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly Algorithm | K. Milojkovic; T. Zivkovic ; M. Zivkovic ; P. Spalevic ; L. Jovanovic ; N. Bacanin  | Conference Paper | |
| 2025 | Forecasting Cloud Instance Pricing Using Metaheuristic Optimizer Multi-headed Recurrent Neural Networks | M. Protic; L. Jovanovic ; M. Mravik ; N. Bacanin ; J. Perisic ; M. Zivkovic ; M. Antonijevic  | Book parts | |
| 2025 | Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified Metaheuristic | L. Babic ; S. Kozakijevic ; L. Jovanovic ; M. Zivkovic ; S. Tedic; N. Jankovic; N. Bacanin  | Book parts | |