Researchers
Petrović, Aleksandar
Results 21-40 of 82
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 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 | Mp. category will be shown later |
| 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 | Mp. category will be shown later |
| 2025 | Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks | L. Jovanovic ; N. Bacanin ; A. Petrovic ; M. Zivkovic ; M. Antonijevic ; V. Gajic ; M. Mohamed Elsayed; M. Abouhawwash | Article | 21aM21a |
| 2024 | Optimizing Convolutional Networks Using a Modified Metaheuristic for Apple Tree Leaf Disease Detection | A. Petrovic ; L. Jovanovic ; K. D; N. Bacanin ; M. Zivkovic ; S. Malisic | Conference Paper | Mp. category will be shown later |
| 2024 | Forecasting Solar Energy Substation Voltages Using Metaheuristic Optimized GRU | L. Jovanovic ; N. Jovic; A. Petrovic ; N. Budimirovic; M. Zivkovic ; N. Bacanin | Conference Paper | Mp. category will be shown later |
| 2024 | Natural Language Processing Approach for Fake News Detection Using Metaheuristics Optimized Extreme Gradient Boosting | A. Petrovic ; J. Perisic ; L. Jovanovic ; M. Zivkovic ; M. Antonijevic ; N. Bacanin | Conference Paper | Mp. category will be shown later |
| 2024 | Efficient spam email classification logistic regression model trained by modified social network search algorithm | B. Radomirovic; A. Petrovic ; M. Zivkovic ; A. Njegus ; N. Budimirovic; N. Bacanin | Book parts | Mp. category will be shown later |
| 2024 | Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets | A. Petrovic ; L. Jovanovic ; N. Bacanin ; M. Antonijevic ; N. Savanovic ; M. Zivkovic ; M. Milovanovic ; V. Gajic | Article | 21a+M21a+ |
| 2024 | Application of Virtual Reality With Production Robotics | N. Jović; M. Živković ; N. Bačanin Džakula ; A. Petrović ; L. Jovanović | Conference Paper | Mp. category will be shown later |
| 2024 | Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures | A. Petrovic ; N. Bacanin ; L. Jovanovic ; J. Cadjenovic; J. Kaljevic ; M. Zivkovic ; M. Antonijevic | Article | Mp. category will be shown later |
| 2024 | Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution | M. Zivkovic ; A. Petrovic ; M. Sarac ; L. Jovanovic ; M. Antonijevic ; T. Zivkovic ; N. Bacanin | Conference Paper | Mp. category will be shown later |
| 2024 | Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation | R. Damaševičius; L. Jovanovic ; A. Petrovic ; M. Zivkovic ; N. Bacanin ; D. Jovanovic; M. Antonijevic | Article | 21M21 |
| 2024 | Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 969 | N. Bacanin ; L. Jovanovic ; Ana Toskovic ; M. Zivkovic ; A. Petrovic ; M. Antonijevic | Book parts | Mp. category will be shown later |
| 2024 | XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems | M. Zivkovic ; L. Jovanovic ; N. Bacanin ; A. Petrovic ; N. Savanovic ; M. Dobrojevic | Book parts | Mp. category will be shown later |
| 2024 | Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm | S. Golubovic; A. Petrovic ; A. Bozovic; M. Antonijevic ; M. Zivkovic ; N. Bacanin | Book parts | Mp. category will be shown later |
| 2024 | Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm | N. Bacanin ; A. Petrovic ; L. Jovanovic ; M. Zivkovic ; T. Zivkovic ; M. Sarac | Conference Paper | Mp. category will be shown later |
| 2024 | Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm | Toskovic, Ana ; Petrovic, Aleksandar ; Jovanovic, Luka ; Bacanin, Nebojsa ; Zivkovic, Miodrag ; Dobrojevic, Milos | Book parts | Mp. category will be shown later |
| 2024 | Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm | N. Bacanin ; L. Jovanovic ; Marko Djordjevic; A. Petrovic ; T. Zivkovic ; M. Zivkovic ; M. Antonijevic | Conference Paper | Mp. category will be shown later |
| 2024 | Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models | A. Petrovic ; L. Jovanovic ; K. Venkatachalam; M. Zivkovic ; N. Bacanin ; N. Budimirovic | Article | Mp. category will be shown later |
| 2024 | Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization | Markovic, Igor; Krzanovic, Jovana; Jovanovic, Luka ; Toskovic, Ana ; Bacanin, Nebojsa ; Petrovic, Aleksandar ; Zivkovic, Miodrag | Book parts | Mp. category will be shown later |