Researchers



Резултати 21-40 од 77
ГодинаНасловАутор(и)Тип резултатаМп-кат.
2024Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic OptimizationMarkovic, Igor; Krzanovic, Jovana; Jovanovic, Luka ; Toskovic, Ana  ; Bacanin, Nebojsa  ; Petrovic, Aleksandar  ; Zivkovic, Miodrag  Book parts
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2024Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated modelsA. Petrovic  ; L. Jovanovic ; K. Venkatachalam; M. Zivkovic  ; N. Bacanin  ; N. Budimirovic  Article
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2024Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic AlgorithmToskovic, Ana  ; Petrovic, Aleksandar  ; Jovanovic, Luka ; Bacanin, Nebojsa  ; Zivkovic, Miodrag  ; Dobrojevic, Milos  Book parts
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2024Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization AlgorithmN. Bacanin  ; L. Jovanovic ; Marko Djordjevic; A. Petrovic  ; T. Zivkovic  ; M. Zivkovic  ; M. Antonijevic  Conference Paper
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2024Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease DetectionA. Petrovic  ; L. Jovanovic ; K. D; N. Bacanin  ; M. Zivkovic  ; S. MalisicConference Paper
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2024Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRUL. Jovanovic ; N. Jovic; A. Petrovic  ; N. Budimirovic; M. Zivkovic  ; N. Bacanin  Conference Paper
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2024Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization AlgorithmN. Bacanin  ; A. Petrovic  ; L. Jovanovic ; M. Zivkovic  ; T. Zivkovic  ; M. Sarac  Conference Paper
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2024Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, SpringerA. Petrovic  ; L. Jovanovic ; M. Antonijevic  ; N. Bacanin  ; M. Zivkovic  ; J. Kaljevic  Book parts
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2024Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search AlgorithmT. Dogandzic; A. Petrovic  ; L. Jovanovic ; N. Bacanin  ; A. Jovanovic; M. Zivkovic  Book parts
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2024Reinforcement Learning and Gamification: a Framework for Integrating Intelligent Agents In Retro Video GamesN. Josipovic; A. Petrovic  ; A. Cuk  ; M. Antonijevic  ; D. Jovanovic; N. BudimirovicBook parts
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2024Exploring YOLOv8 architecture applications for weed detection in cropsA. Petrovic  ; M. Pavkovic  ; M. Svicevic  ; N. Budimirovic; V. Gajic  ; D. JovanovicBook parts
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2024Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee SatisfactionL. Babic  ; L. Jovanovic ; A. Petrovic  ; M. Zivkovic  ; T. Zivkovic  ; N. Bacanin  Book parts
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2024Solar Flare Classification via Modified Metaheuristic Optimized Extreme Gradient Boosting, Chapter in CCIS Communications in Computer and Information Science: ILCICT 2023: Information and Communications Technologies, Springer, volume 2097P. Bisevac  ; Ana Toskovic  ; M. Salb; L. Jovanovic ; A. Petrovic  ; M. Zivkovic  ; N. Bacanin  Book parts
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2024XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT SystemsM. Zivkovic  ; L. Jovanovic ; N. Bacanin  ; A. Petrovic  ; N. Savanovic  ; M. Dobrojevic  Book parts
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2024Application of Virtual Reality With Production RoboticsN. Jović; M. Živković  ; N. Bačanin Džakula  ; A. Petrović  ; L. Jovanović Conference Paper
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2024Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 ArchitecturesA. Petrovic  ; N. Bacanin  ; L. Jovanovic ; J. Cadjenovic; J. Kaljevic  ; M. Zivkovic  ; M. Antonijevic  Article
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2024Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical DatasetsA. Petrovic  ; L. Jovanovic ; N. Bacanin  ; M. Antonijevic  ; N. Savanovic  ; M. Zivkovic  ; M. Milovanovic  ; V. Gajic  Article
21a+M21a+
2024Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generationR. Damaševičius; L. Jovanovic ; A. Petrovic  ; M. Zivkovic  ; N. Bacanin  ; D. Jovanovic; M. Antonijevic  Article
21M21
2024Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data SubstitutionM. Zivkovic  ; A. Petrovic  ; M. Sarac  ; L. Jovanovic ; M. Antonijevic  ; T. Zivkovic  ; N. Bacanin  Conference Paper
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2024Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization AlgorithmS. Golubovic; A. Petrovic  ; A. Bozovic; M. Antonijevic  ; M. Zivkovic  ; N. Bacanin  Book parts
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