Researchers



Results 1-20 of 176
Issue DateTitleAuthor(s)TypeМp-cat.
2026Tackling edge devices security: Integrated approach using two-level machine learning framework tuned by metaheuristics and generative adversarial networksBacanin, Nebojsa  ; Zivkovic, Miodrag  ; Djuric Jovicic, Milica  ; Antonijevic, Milos  ; Abdel-Salam, Mahmoud; Simic, Vladimir; Cajic, Miroslav; Nikolic, Bosko; Perisic, Jasmina  Article
21aM21a
2026The 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 1947M. Zivkovic  ; N. Bacanin  ; J. Maricic; M. Antonijevic  ; B. Radomirovic; A. Petrovic  ; S. Anetic; V. ZeljkovicBook parts
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2026Hybrid 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, NikolaOther
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2026Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristicsT. Dogandzic; M. Zivkovic  ; L. Jovanovic ; J. Perisic  ; Marina Milovanovic  ; M. Antonijevic  ; M. Hammad; N. Bacanin  Article
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2026The 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 2873N. Bacanin  ; B. Radomirovic; V. Zeljkovic; M. Antonijevic  ; M. Zivkovic  ; T. Zivkovic  ; V. Gajic  ; M. Jo; V. SimicBook parts
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2026Optimizing 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 1643L. Babic; S. Ivanovic; A. Petrovic  ; L. Jovanovic ; M. Zivkovic  ; A. Zivaljevic; M. Antonijevic  ; N. Bacanin  Book parts
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2026The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly AlgorithmN. Bačanin DŽakula  ; B. Radomirović; V. Željković; M. Antonijević  ; M. Živković  ; T. Živković  ; V. Gajić  ; M. Jo; V. Simić  Conference Paper
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2026Metaheuristics 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 1613M. Antonijevic  ; L. Jovanovic ; M. Zivkovic  ; S. Andjelic; T. Zivkovic  ; S. Malisic; D. Kavitha; N. Bacanin  Book parts
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2026Tuning gated recurrent unit models for electroencephalogram anomaly detection with modified particle swarm optimization metaheuristicsT. Dogandzic; N. Bacanin  ; S. Vukmirovic; A. Selakov; M. Stankovic  ; M. Zivkovic  ; B. Radomirovic; V. Simic  ; M. Abdel-Salam; M. Antonijevic  Article
23M23
2026Metaheuristic-driven dual-layer model for classifying Alzheimer's disease stagesAnicin, Luka; Andjelic, Svetlana; Markovic-Blagojevic, Marija; Bulaja, Dejan; Zivkovic, Miodrag; Zivkovic, Tamara  ; Antonijevic, Milos  ; Bacanin, Nebojsa  Article
21M21
2026Click Fraud Detection With Recurrent Neural Networks Optimized by an Adapted Version of Variable Neighborhood Search AlgorithmV. Zeljkovic; M. Zivkovic  ; F. Al-Turjman; J. Gajic  ; L. Babic; A. Djordjevic  ; M. Antonijevic  ; N. Bacanin  Article
22M22
2026Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease StagesN. Bacanin  ; L. Anicin; S. Andjelic  ; M. Markovic Blagojevic  ; D. Bulaja; M. Zivkovic  ; T. Zivkovic  ; M. Antonijevic  Article
21M21
2026Cloud 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 2037S. Anetic; I. Kosta; N. Macek; M. Antonijevic  ; B. Radomirovic; T. Zivkovic  ; M. Zivkovic  ; N. Bacanin  Book parts
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2026Photovoltaic Generation Time Series Forecasting Optimization with a Modified Metaheuristic AlgorithmZeljkovic, Vico; Bacanin, Nebojsa  ; Jovanovic, Luka ; Zivkovic, Miodrag; Antonijevic, Milos  ; Marevic, Vladimir; Markovic-Blagojevic, Marija; Tomic, MirjanaConference Paper
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2026Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization AlgorithmJ. Cadjenovic Milovanovic; L. Babic; D. Jovanovic; M. Zivkovic  ; L. Jovanovic ; M. Antonijevic  ; M. Abdel-Salam; N. Bacanin  Article
21M21
2026A Modified Metaheuristic Optimization Approach for Forecasting the Lifecycle of Rechargeable Lithium-Ion BatteriesDugonjic, Igor; Velikinac, Nikolaj; Spalevic, Petar  ; Stosic, Lazar  ; Simic, Vladimir; Malisic, Snezana; Antonijevic, Milos  ; Bacanin, Nebojsa  Article
22M22
2026Unemployment 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 454S. Ivanovic; L. Jovanovic ; M. Zivkovic  ; A. Petrovic  ; I. Janicijevic; M. Antonijevic  ; L. Babic; V. Zeljkovic; N. Bacanin  Book parts
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2026Photovoltaic 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 1909V. Zeljkovic; N. Bacanin  ; L. Jovanovic ; M. Zivkovic  ; M. Antonijevic  ; V. Marevic; M. Markovic Blagojevic  ; M. TomicBook parts
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2025Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder ClassificationLepa Babić  ; Stanislava Kozakijević  ; Luka Jovanović ; Branislav Radomirović; Ivana Štrumberger ; Milos Antonijević  ; Ninoslava Janković; Smiljana TedićArticle
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2025Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language ProcessingVilloth, Saramma John; Villoth, John Philipose; Jovanovic, Luka ; Mani, Joseph; Zivkovic, Miodrag  ; Zivkovic, Tamara  ; Bacanin, Nebojsa  ; Antonijevic, Milos  ; Milovanovic, Marina  Conference Paper
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