| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 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  | Book parts | |
| 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  | Article | |
| 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  | Article | |
| 2026 | Photovoltaic Generation Time Series Forecasting Optimization with a Modified Metaheuristic Algorithm | Zeljkovic, Vico; Bacanin, Nebojsa ; Jovanovic, Luka; Zivkovic, Miodrag; Antonijevic, Milos ; Marevic, Vladimir; Markovic-Blagojevic, Marija; Tomic, Mirjana | Conference Paper | |
| 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  | Article | |
| 2026 | A Modified Metaheuristic Optimization Approach for Forecasting the Lifecycle of Rechargeable Lithium-Ion Batteries | Dugonjic, Igor; Velikinac, Nikolaj; Spalevic, Petar ; Stosic, Lazar ; Simic, Vladimir; Malisic, Snezana; Antonijevic, Milos ; Bacanin, Nebojsa  | Article | |
| 2026 | The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly Algorithm | N. Bačanin DŽakula ; B. Radomirović; V. Željković; M. Antonijević ; M. Živković ; T. Živković ; V. Gajić ; M. Jo; V. Simić  | Conference Paper | |
| 2026 | Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 1643 | L. Babic; S. Ivanovic; A. Petrovic ; L. Jovanovic ; M. Zivkovic ; A. Zivaljevic; M. Antonijevic ; N. Bacanin  | Book parts | |
| 2026 | Photovoltaic Generation Time Series Forecasting Optimization with a Modified Metaheuristic Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: WCAIAA 2025: World Conference on Artificial Intelligence: Advances and Applications, Springer, volume 1909 | V. Zeljkovic; N. Bacanin ; L. Jovanovic ; M. Zivkovic ; M. Antonijevic ; V. Marevic; M. Markovic Blagojevic ; M. Tomic | Book parts | |
| 2026 | Unemployment Rate Prediction Based on Recurrent Neural Networks with Attention Mechanism Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: BIDA 2025: Business Intelligence and Data Analytics, Springer, volume 454 | S. Ivanovic; L. Jovanovic ; M. Zivkovic ; A. Petrovic ; I. Janicijevic; M. Antonijevic ; L. Babic; V. Zeljkovic; N. Bacanin  | Book parts | |
| 2026 | Tackling edge devices security: Integrated approach using two-level machine learning framework tuned by metaheuristics and generative adversarial networks | Bacanin, Nebojsa ; Zivkovic, Miodrag ; Djuric Jovicic, Milica ; Antonijevic, Milos ; Abdel-Salam, Mahmoud; Simic, Vladimir; Cajic, Miroslav; Nikolic, Bosko; Perisic, Jasmina  | Article | |
| 2026 | The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly Algorithm, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2025: Soft Computing and Its Engineering Applications, Springer, volume 2873 | N. Bacanin ; B. Radomirovic; V. Zeljkovic; M. Antonijevic ; M. Zivkovic ; T. Zivkovic ; V. Gajic ; M. Jo; V. Simic | Book parts | |
| 2026 | The XGBoost Classifier Tuned with an Adapted Particle Swarm Optimization Algorithm for Detecting Anomalies in Operational Logs of Cloud-Based Systems, chapter in LNNS Lecture Notes in Networks and Systems: IDSCS 2025: Data Science and Security, Springer, volume 1947 | M. Zivkovic ; N. Bacanin ; J. Maricic; M. Antonijevic ; B. Radomirovic; A. Petrovic ; S. Anetic; V. Zeljkovic | Book parts | |
| 2026 | Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristics | T. Dogandzic; M. Zivkovic ; L. Jovanovic ; J. Perisic ; Marina Milovanovic ; M. Antonijevic ; M. Hammad; N. Bacanin  | Article | |
| 2026 | Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-Ray Images (Vol 11, 3798, 2022) | Zivkovic, Miodrag V; Bacanin, Nebojsa ; Antonijevic, Milos ; Nikolic, Bosko D ; Kvascev, Goran S ; Marjanovic, Marina; Savanovic, Nikola | Other | |
| 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  | Article | |
| 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  | Book parts | |
| 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  | Article | |
| 2025 | Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework | M. Antonijevic ; M. Zivkovic ; M. Djuric Jovicic ; B. Nikolic ; J. Perisic ; M. Milovanovic ; L. Jovanovic ; M. Abdel-Salam ; N. Bacanin  | Article | |
| 2025 | Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security | N. Savanovic ; A. Bozovic; M. Antonijevic ; G. Kvaščev ; B. Nikolić ; K. Venkatachalam; N. Bacanin ; M. Zivkovic  | Article | |