| Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator L Jovanovic, D Jovanovic, N Bacanin, A Jovancai Stakic, M Antonijevic, ... Sustainability 14 (21), 14616, 2022 | 67 | 2022 |
| Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks N Bacanin, L Jovanovic, M Zivkovic, V Kandasamy, M Antonijevic, ... Information Sciences 642, 119122, 2023 | 49 | 2023 |
| Xgboost hyperparameters tuning by fitness-dependent optimizer for network intrusion detection M Zivkovic, L Jovanovic, M Ivanovic, N Bacanin, I Strumberger, ... Communication and Intelligent Systems: Proceedings of ICCIS 2021, 947-962, 2022 | 41 | 2022 |
| The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate L Jovanovic, G Jovanovic, M Perisic, F Alimpic, S Stanisic, N Bacanin, ... Atmosphere 14 (1), 109, 2023 | 35 | 2023 |
| The xgboost model for network intrusion detection boosted by enhanced sine cosine algorithm N AlHosni, L Jovanovic, M Antonijevic, M Bukumira, M Zivkovic, ... International Conference on Image Processing and Capsule Networks, 213-228, 2022 | 34 | 2022 |
| Feature selection using modified sine cosine algorithm with COVID-19 dataset M Zivkovic, L Jovanovic, M Ivanovic, A Krdzic, N Bacanin, I Strumberger Evolutionary Computing and Mobile Sustainable Networks: Proceedings of …, 2022 | 33 | 2022 |
| An emperor penguin optimizer application for medical diagnostics L Jovanovic, M Zivkovic, M Antonijevic, D Jovanovic, M Ivanovic, ... 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), 191-196, 2022 | 26 | 2022 |
| Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm N Bacanin, M Zivkovic, L Jovanovic, M Ivanovic, TA Rashid Computational Vision and Bio-Inspired Computing: Proceedings of ICCVBIC 2021 …, 2022 | 23 | 2022 |
| Improving Energy Usage in Wireless Sensor Networks by Whale Optimization Algorithm I Strumberger, T Bezdan, M Ivanovic, L Jovanovic 2021 29th Telecommunications Forum (TELFOR), 1-4, 2021 | 23 | 2021 |
| Machine learning tuning by diversity oriented firefly metaheuristics for industry 4.0 L Jovanovic, N Bacanin, M Zivkovic, M Antonijevic, B Jovanovic, ... Expert Systems 41 (2), e13293, 2024 | 22 | 2024 |
| Training Logistic Regression Model by Enhanced Moth Flame Optimizer for Spam Email Classification M Salb, L Jovanovic, M Zivkovic, E Tuba, A Elsadai, N Bacanin Computer Networks and Inventive Communication Technologies: Proceedings of …, 2022 | 21 | 2022 |
| Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning N Savanović, A Toskovic, A Petrovic, M Zivkovic, R Damaševičius, ... Sustainability 15 (16), 12563, 2023 | 19 | 2023 |
| Improving phishing website detection using a hybrid two-level framework for feature selection and xgboost tuning L Jovanovic, D Jovanovic, M Antonijevic, B Nikolic, N Bacanin, M Zivkovic, ... Journal of Web Engineering 22 (3), 543-574, 2023 | 17 | 2023 |
| Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks A Petrovic, R Damaševičius, L Jovanovic, A Toskovic, V Simic, N Bacanin, ... Applied Sciences 13 (16), 9181, 2023 | 12 | 2023 |
| Tuned Long Short-Term Memory Model for Ethereum Price Forecasting Through an Arithmetic Optimization Algorithm M Stankovic, L Jovanovic, N Bacanin, M Zivkovic, M Antonijevic, ... International Conference on Innovations in Bio-Inspired Computing and …, 2022 | 10 | 2022 |
| Forecasting Bitcoin Price by Tuned Long Short Term Memory Model A Petrovic, L Jovanovic, M Zivkovic, N Bacanin, N Budimirovic, ... 1st International Conference on Innovation in Information Technology and …, 2023 | 9 | 2023 |
| Sine Cosine Algorithm for Simple recurrent neural network Tuning for Stock Market Prediction L Jovanovic, N Milutinovic, M Gajevic, J Krstovic, TA Rashid, A Petrovic 2022 30th Telecommunications Forum (TELFOR), 1-4, 2022 | 9 | 2022 |
| Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization B Predić, L Jovanovic, V Simic, N Bacanin, M Zivkovic, P Spalevic, ... Complex & Intelligent Systems 10 (2), 2249-2269, 2024 | 8 | 2024 |
| Tuning XGBoost by Planet Optimization Algorithm: An Application for Diabetes Classification L Jovanovic, M Djuric, M Zivkovic, D Jovanovic, I Strumberger, ... Proceedings of Fourth International Conference on Communication, Computing …, 2023 | 7 | 2023 |
| Artificial Neural Network Tuning by Improved Sine Cosine Algorithm for HealthCare 4.0 M Gajevic, N Milutinovic, J Krstovic, L Jovanovic, M Marjanovic, C Stoean Proceedings of the 1st International Conference on Innovation in Information …, 2023 | 7 | 2023 |
Nebojsa BacaninFaculty of Informatics and Computing, Singidunum University, vice-rector for scientific researchDirección de correo verificada de singidunum.ac.rs
