| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 2025 | A convolutional neural network-enhanced attack detection framework with explainable artificial intelligence for internet of things-based metaverse security | A. Jokic; M. Zivkovic   ; L. Jovanovic ; M. Mravik ; M. Sarac ; V. Simic ; M. Khan; N. Bacanin | Article | |
| 2025 | Optimizing XGBoost Hyperparameter Selection with a Modified Metaheuristic: Applications in IoT Security | Jovanovic, Luka ; Petrovic, Aleksandar; Tuba, Milan ; Zivkovic, Miodrag; Tuba, Eva ; Bacanin, Nebojsa | Conference Paper | |
| 2025 | CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems | D. Cvetkovic; M. Zivkovic ; T. Zivkovic ; N. Bacanin ; S. Anetic; B. Radomirovic | Conference Paper | |
| 2025 | Optimizing XGBoost for Blockchain Malicious Node Detection by Metaheuristics | L. Jovanovic ; M. Protic; N. Bacanin ; M. Mravik ; M. Zivkovic ; M. Antonijevic ; J. Cadjenovic Milovanovic | Book parts | |
| 2025 | Solar Power Forecasting Using Modified Particle Swarm Optimization and Long Short-Term Memory | L. Jovanovic ; J. Arsic; I. Kosta; V. Thomas; N. Bacanin ; M. Zivkovic | Conference Paper | |
| 2025 | Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer | D. Bulaja; L. Babic; V. Zeljkovic; A. Djordjevic ; M. Zivkovic ; M. Antonijevic ; V. Marevic; N. Bacanin | Book parts | |
| 2025 | Ocular Disease Diagnosis Using Convolutional Neural Networks Optimized by Genetic Particle Swarm Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ICITI 2024: International Conference on Information Technology and Intelligence, Springer, volume 1341 | S. Petrovic; L. Jovanovic ; M. Antonijevic ; M. Milovanovic; A. Jokic; M. Zivkovic ; N. Bacanin ; M. Sarac | Book parts | |
| 2025 | A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification | V. Radojcic; N. Bacanin ; L. Jovanovic ; M. Dobrojevic ; V. Simic ; D. Pamucar ; M. Zivkovic ; J. Kaljevic | Article | |
| 2025 | Evaluation Performance of Metaheuristics-Tuned Convolutional Neural Networks for Direct Current Motor Using Mel Spectrograms | A. Petrovic ; C. Stoean; R. Stoean; L. Jovanovic ; N. Bacanin ; V. Simic; M. Antonijevic ; M. Zivkovic ; S. Janicijevic | Article | |
| 2025 | Predictive Modeling of Customer Churn: A Comparative Analysis of Ensemble Learning Techniques, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2024: Advances in Data-driven Computing and Intelligent Systems, Springer, volume 1304 | V. Thomas; M. Zivkovic ; L. Jovanovic ; M. Antonijevic ; J. Perisic ; N. Bacanin ; J. Cadjenovic | Book parts | |
| 2025 | Towards sustainable societies: Convolutional neural networks optimized by modified crayfish optimization algorithm aided by AdaBoost and XGBoost for waste classification tasks | A. Tasic; L. Jovanovic ; N. Bacanin ; M. Zivkovic ; V. Simic ; M. Popovic ; M. Antonijevic | Article | |
| 2025 | Ocular Disease Diagnosis Using CNNs Optimized by Modified Variable Neighborhood Search Algorithm | M. Zivkovic ; M. Antonijevic ; L. Jovanovic ; M. Krasic; N. Bacanin ; T. Zivkovic ; M. Milovanovic | Book parts | |
| 2025 | A Halton enhanced solution-based Human Evolutionary Algorithm for complex optimization and advanced feature selection problems | Abdel, Salam Mahmoud; Chhabra, Amit; Braik, Malik; Gharehchopogh, Farhad Soleimanian; Bacanin, Nebojsa | Article | |
| 2025 | Hospital Admission Classification of Cardiac Patients Utilizing Metaheuristics-Optimized Two Tier Framework | Dabic, Petar ; Petrovic, Jovan ; Zivkovic, Miodrag ; Zivkovic, Tamara ; Simic, Vladimir ; Pamucar, Dragan ; Dobrojevic, Milos ; Bacanin, Nebojsa | Article | |
| 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 | 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 | 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 | 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 | Modified Metaheuristics: Hyperparameter Running Application in Air Quality Estimation | C. Varsandán; L. Jovanovic ; V. Zeljkovic; B. Radomirovic; M. Zivkovic ; N. Bacanin | Conference Paper | |
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