| Issue Date | Title | Author(s) | Type | Мp-cat. |
| 2026 | Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 1710 | L. Babic; S. Ivanovic; L. Jovanovic ; M. Markovic Blagojevic ; V. Zeljkovic; M. Zivkovic ; B. Radomirovic; N. Bacanin  | Book parts | |
| 2026 | Applying metaheuristic optimization for insider-threat detection using natural language processing | T. Zivkovic ; M. Zivkovic ; L. Jovanovic ; V. Simic ; B. Radomirovic; T. Mzili; V. Zeljkovic; N. Bacanin  | Article | |
| 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 | 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 | Book parts | |
| 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  | Book parts | |
| 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 | Classifying Birds of South America via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447 | N. Jankovic; B. Radomirovic; L. Jovanovic ; S. Ivanovic; S. Tedic; M. Zivkovic ; N. Bacanin  | Book parts | |
| 2026 | Applied Modified Metaheuristic: Machine Learning Tuned for Software Defect Detection, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2025: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2820 | Bačaninm, Nebojša ; Kostić, Vuk; Dragić, Radovan ; Jovanović, Luka ; Živković, Miodrag ; Radomirović, Branislav; Zeljković, Vico; Spalević, Petar ; Kavitha, D. | Book parts | |
| 2026 | Optimizing Echo-State Networks for Unemployment Forecasting Using a Modified Metaheuristic, Chapter in CCIS Communications in Computer and Information Science: ICIST 2025: Information and Software Technologies, Springer, volume 2871 | A. Petrovic ; L. Jovanovic ; T. Zivkovic ; M. Zivkovic ; B. Radomirovic; V. Zeljkovic; M. Tomic; N. Bacanin  | Book parts | |
| 2026 | Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447 | A. Tahmouresi; L. Jovanovic ; S. Malisic; V. Simic; T. Zivkovic ; M. Zivkovic ; J. Gavrilovic ; N. Bacanin  | 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 | Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459 | L. Babic; L. Jovanovic ; S. Kozakijevic; M. Zivkovic ; T. Zivkovic ; S. Andjelic; B. Radomirovic; N. Bacanin  | Book parts | |
| 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 | Modified Metaheuristic Optimization: An Application in Cloud Log Anomaly Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICTSM 2025: Trends in Sustainable Computing and Machine Intelligence, Springer, volume 1755 | N. Bacanin ; L. Jovanovic ; S. Anetic; B. Radomirovic; M. Zivkovic ; C. Varsandán | Book parts | |
| 2026 | Applied Modified Metaheuristic: Optimization for Anomaly Detection in Cloud-System Operational Logs, Chapter in LNNS Lecture Notes in Networks and Systems: WorldS4 2025: Intelligent Sustainable Systems, Springer, volume 1731 | V. Kostic; L. Jovanovic ; B. Radomirovic; V. Zeljkovic; E. Tuba ; M. Tuba ; M. Zivkovic ; N. Bacanin  | Book parts | |
| 2026 | Intrusion Detection Systems in IoT Networks by LightGBM Optimized with Altered Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2025: International Conference on Communication and Computational Technologies, Springer, volume 1674 | N. Jankovic; T. Zivkovic ; V. Markovic; B. Radomirovic; M. Zivkovic ; L. Jovanovic ; N. Bacanin  | 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 | 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 | 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 | |