| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 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 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 | 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 | 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 | |
| 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 | 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 | 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 | 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 | 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 | |
| 2025 | Optimizing renewable energy utilization through production and demand forecasting using optimized recurrent networks | N. Bacanin ; M. Pavlov-Kagadejev ; S. Kozakijevic; L. Jovanovic ; M. Zivkovic ; M. Antonijevic  | Book parts | |
| 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 | 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 | 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 | Optimizing Sentiment Analysis on Clothing Reviews Using a BERT-Based Model and Firefly Algorithm for Hyperparameter Tuning, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2024: Artificial Intelligence and Sustainable Computing, Springer | S. Kozakijevic; L. Jovanovic ; M. Zivkovic ; M. Mravik ; M. Antonijevic ; N. Bacanin ; J. Perisic  | Book parts | |
| 2025 | Hyperparameter Tuning with Modified Metaheuristics for Intrusion Detection in IoT Networks | I. Kosta; S. Anetic; L. Jovanovic ; M. Antonijevic ; M. Zivkovic ; N. Bacanin  | Conference Paper | |
| 2025 | Photovoltaic Power Plant Production Prediction via Modified Metaheuristic Optimized Gated Recurrent Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1438 | M. Mihajlovic; S. Malisic; V. Zeljkovic; L. Jovanovic ; S. Ivanovic; M. Antonijevic ; M. Zivkovic ; N. Bacanin  | Book parts | |