Researchers



Results 81-100 of 218
Issue DateTitleAuthor(s)TypeМp-cat.
2025Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects predictionJ. Philipose Villoth; M. Zivkovic  ; T. Zivkovic  ; M. Abdel-Salam; M. Hammad; L. Jovanovic ; V. Simic  ; N. Bacanin  Article
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2025Natural 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 1253A. Petrovic  ; N. Bacanin  ; M. Zivkovic  ; L. Jovanovic ; M. Sarac  ; M. Antonijevic  ; M. MilovanovicBook parts
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2025LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy ForecastingZivkovic, Tamara  ; Jovanovic, Luka ; Zivkovic, Miodrag  ; Markovic Blagojevic, Marija  ; Tomic, Mirjana; Petrovic, Aleksandar  ; Bacanin, Nebojsa  Book parts
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2025Using 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, SpringerV. Mizdrakovic  ; L. Jovanovic ; M. Zivkovic  ; M. Antonijevic  ; J. Kaljevic  ; N. Bacanin  Book parts
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2025Modified Metaheuristics: Hyperparameter Running Application in Air Quality EstimationC. Varsandán; L. Jovanovic ; V. Zeljkovic; B. Radomirovic; M. Zivkovic  ; N. Bacanin  Conference Paper
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2025Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting PerformanceM. Mihajlovic; L. Jovanovic ; M. Antonijevic  ; S. Andjelic  ; T. Zivkovic  ; M. Zivkovic  ; N. Bacanin  Conference Paper
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2025Multi-headed Metaheuristic-Optimized Gated Recurrent Unit Networks for Ethereum Price Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, Springer, volume 1277N. Bacanin  ; L. Jovanovic ; M. Mravik  ; M. Zivkovic  ; M. Milovanovic; M. Antonijevic  ; D. KavithaBook parts
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2025YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301T. Zivkovic  ; M. Zivkovic  ; L. Jovanovic ; J. Kaljevic  ; M. Dobrojevic  ; N. Bacanin  Book parts
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2025Optimizing 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 1414L. Jovanovic ; A. Petrovic  ; M. Tuba  ; M. Zivkovic  ; E. Tuba  ; N. Bacanin  Book parts
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2025Job Satisfaction Analysis: Optimizing eXtreme Gradient Boosting with Natural Language Processing Through Modified MetaheuristicA. Bozovic; L. Jovanovic ; A. Nastasic; M. Antonijevic  ; N. Bacanin  ; M. Zivkovic  Book parts
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2025IoT System Intrusion Detection with XGBoost Optimized by Modified MetaheuristicsIvanovic, Stefan; Zivkovic, Miodrag  ; Antonijevic, Milos  ; Perisic, Jasmina  ; Jovanovic, Luka ; Dedic, Velimir  ; Bacanin, Nebojsa  Conference Paper
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2025A Computer Vision-Based Approach Optimized by Modified Metaheuristic for Precise Agriculture Applications, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2024: Evolutionary Artificial Intelligence, SpringerV. Radojcic; M. Dobrojevic  ; L. Jovanovic ; M. Zivkovic  ; M. Mihajlovic; N. Bacanin  Book parts
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2025Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1430S. Ivanovic; L. Jovanovic ; A. Njegus  ; M. Zivkovic  ; B. Radomirovic; N. Bacanin  Book parts
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2025Hybrid Metaheuristic: An Natural Language Processing Application in Log Anomaly DetectionJ. Arsic; L. Jovanovic ; S. Anetic; C. Varsandán; M. Zivkovic  ; N. Bacanin  Conference Paper
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2025Exploring the potential of lightweight computer vision YOLOv8 models for effective waste classification and managementA. Tasic; L. Jovanovic ; N. Bacanin  ; M. Zivkovic  ; S. Kozakijevic; M. Antonijevic  ; M. PopovicBook parts
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2025Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified MetaheuristicL. Babic  ; S. Kozakijevic  ; L. Jovanovic ; M. Zivkovic  ; S. Tedic; N. Jankovic; N. Bacanin  Book parts
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2025The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly AlgorithmK. Milojkovic; T. Zivkovic  ; M. Zivkovic  ; P. Spalevic  ; L. Jovanovic ; N. Bacanin  Conference Paper
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2025Optimized Classifying of User Review Sentiment via Modified MetaheuristicL. Jovanovic ; S. Kozakijevic  ; M. Antonijevic  ; M. Milovanovic  ; M. Mravik  ; M. Zivkovic  ; N. Bacanin  Book parts
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2025Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive MetaheuristicsL. Jovanovic ; M. Antonijevic  ; M. Zivkovic  ; B. Radomirovic; A. Njegus  ; N. Bacanin  Book parts
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2025Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networksL. Jovanovic ; N. Bacanin  ; A. Petrovic  ; M. Zivkovic  ; M. Antonijevic  ; V. Gajic  ; M. Mohamed Elsayed; M. AbouhawwashArticle
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