Researchers



Results 281-300 of 428
Issue DateTitleAuthor(s)TypeМp-cat.
2023Optimizing machine learning for space weather forecasting and event classification using modified metaheuristicsJovanovic, Luka Z ; Bacanin, Nebojsa  ; Simic, Vladimir D  ; Mani, Joseph P; Zivkovic, Miodrag Z  ; Sarac, Marko  Article
21M21
2023The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental FateL. Jovanovic ; G. Jovanovic  ; M. Perisic  ; F. Alimpic ; S. Stanisic  ; N. Bacanin  ; M. Zivkovic  ; A. Stojic  Article
22M22
2023Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networksN. Bacanin  ; L. Jovanovic ; M. Zivkovic  ; K. Venkatachalam; M. Antonijevic  ; M. Deveci; I. Strumberger Article
21a+M21a+
2023On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load ForecastingN. Bacanin  ; C. Stoean; M. Zivkovic  ; M. Rakic; R. Strulak-Wójcikiewicz; R. StoeanArticle
22M22
2023Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price ForecastingM. Milicevic; L. Jovanovic; N. Bacanin  ; M. Zivkovic  ; D. Jovanovic; M. Antonijevic  ; N. Savanovic  ; I. Strumberger Book parts
Mp. category will be shown later
2023Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy GenerationC. Stoean; M. Zivkovic  ; A. Bozovic; N. Bacanin  ; R. Strulak-Wójcikiewicz; M. Antonijevic  ; R. StoeanArticle
21M21
2023Decomposition aided cloud load forecasting with optimized long-short term memory networksН. Бачанин Џакула  ; L. Jovanović ; М. Живковић  ; M. Salb  ; A. Elsadai ; M. Šarac  Conference Paper
Mp. category will be shown later
2023Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine LearningN. Savanović  ; A. Toskovic ; A. Petrovic  ; M. Zivkovic  ; R. Damaševičius; L. Jovanovic ; N. Bacanin  ; B. Nikolic  Article
21M21
2023Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine AlgorithmBacanin, Nebojsa  ; Zivkovic, Miodrag  ; Hajdarevic, Zlatko; Petrovic, Aleksandar  ; Budimirovic, Nebojsa; Antonijevic, Milos  ; Strumberger, Ivana Book parts
Mp. category will be shown later
2022Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email FilteringN. Bacanin  ; M. Zivkovic  ; C. Stoean; M. Antonijevic  ; S. Janicijevic; M. Sarac  ; I. Strumberger Article
21a+M21a+
2022Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes ClassificationM. Stankovic; N. Bacanin  ; M. Zivkovic  ; D. Jovanovic; M. Antonijevic  ; M. Bukumira; I. Strumberger Book parts
Mp. category will be shown later
2022Multi-Swarm Algorithm for Extreme Learning Machine OptimizationN. Bacanin  ; C. Stoean; M. Zivkovic  ; D. Jovanovic; M. Antonijevic  ; D. MladenovicArticle
21M21
2022Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion DetectionM. Stankovic  ; M. Antonijevic  ; N. Bacanin  ; M. Zivkovic  ; M. Tanaskovic  ; D. JovanovicConference Paper
Mp. category will be shown later
2022Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 DatasetM. Zivkovic  ; L. Jovanovic; M. Ivanovic; A. Krdzic; N. Bacanin  ; I. Strumberger Book parts
Mp. category will be shown later
2022Plant Classification Using Firefly Algorithm and Support Vector MachineM. Milovanović; A. Petrović  ; H. Shaker Jassim; I. Štrumberger ; M. Živković  Conference Paper
Mp. category will be shown later
2022Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural networkM. Bukumira; M. Antonijevic  ; D. Jovanovic; M. Zivkovic  ; D. Mladenovic; G. KunjadicArticle
23M23
2022The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud DetectionA. Petrovic  ; N. Bacanin  ; M. Zivkovic  ; M. Marjanovic  ; M. Antonijevic  ; I. Strumberger Conference Paper
Mp. category will be shown later
2022Forecasting Ethereum Price by Tuned Long Short-Term Memory ModelM. Stankovic; N. Bacanin  ; M. Zivkovic  ; L. Jovanovic ; J. P. Mani; M. Antonijevic  Conference Paper
Mp. category will be shown later
2022Chaotic Binary Ant Lion Optimizer Approach for Feature Selection on Medical Datasets with COVID-19 Case StudyM. Zivkovic  ; N. Bacanin  ; A. Rakic; J. Arandjelovic; S. Stanojlovic; K. VenkatachalamConference Paper
Mp. category will be shown later
2022Feature Selection Using Grey Wolf Optimization with Random Differential GroupingR. S. Latha; B. Saravana Balaji; N. Bacanin  ; I. Strumberger ; M. Zivkovic  ; M. KabiljoArticle
21M21