| Tuning machine learning models using a group search firefly algorithm for credit card fraud detection D Jovanovic, M Antonijevic, M Stankovic, M Zivkovic, M Tanaskovic, ... Mathematics 10 (13), 2272, 2022 | 131 | 2022 |
| Hybrid CNN and XGBoost model tuned by modified arithmetic optimization algorithm for COVID-19 early diagnostics from X-ray images M Zivkovic, N Bacanin, M Antonijevic, B Nikolic, G Kvascev, M Marjanovic, ... Electronics 11 (22), 3798, 2022 | 124 | 2022 |
| 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 | 109 | 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 | 107 | 2023 |
| Hybrid genetic algorithm and machine learning method for covid-19 cases prediction M Zivkovic, V K, N Bacanin, A Djordjevic, M Antonijevic, I Strumberger, ... Proceedings of international conference on sustainable expert systems: ICSES …, 2021 | 106 | 2021 |
| Metaheuristic-based hyperparameter tuning for recurrent deep learning: application to the prediction of solar energy generation C Stoean, M Zivkovic, A Bozovic, N Bacanin, R Strulak-Wójcikiewicz, ... Axioms 12 (3), 266, 2023 | 72 | 2023 |
| Application of natural language processing and machine learning boosted with swarm intelligence for spam email filtering N Bacanin, M Zivkovic, C Stoean, M Antonijevic, S Janicijevic, M Sarac, ... Mathematics 10 (22), 4173, 2022 | 72 | 2022 |
| Multi-swarm algorithm for extreme learning machine optimization N Bacanin, C Stoean, M Zivkovic, D Jovanovic, M Antonijevic, ... Sensors 22 (11), 4204, 2022 | 65 | 2022 |
| Enhanced flower pollination algorithm for task scheduling in cloud computing environment T Bezdan, M Zivkovic, M Antonijevic, T Zivkovic, N Bacanin Machine learning for predictive analysis: proceedings of ICTIS 2020, 163-171, 2021 | 65 | 2021 |
| 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 | 56 | 2023 |
| The adaboost approach tuned by firefly metaheuristics for fraud detection A Petrovic, N Bacanin, M Zivkovic, M Marjanovic, M Antonijevic, ... 2022 IEEE world conference on applied intelligence and computing (AIC), 834-839, 2022 | 55 | 2022 |
| 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 | 55 | 2022 |
| Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes N Bacanin, M Antonijevic, T Bezdan, M Zivkovic, K Venkatachalam, ... Cluster Computing 26 (1), 587-598, 2023 | 49 | 2023 |
| 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 | 49 | 2022 |
| A novel multiswarm firefly algorithm: An application for plant classification N Bacanin, M Zivkovic, M Sarac, A Petrovic, I Strumberger, M Antonijevic, ... International Conference on Intelligent and Fuzzy Systems, 1007-1016, 2022 | 43 | 2022 |
| Feature selection in machine learning by hybrid sine cosine metaheuristics N Bacanin, A Petrovic, M Zivkovic, T Bezdan, M Antonijevic International Conference on Advances in Computing and Data Sciences, 604-616, 2021 | 40 | 2021 |
| Feature selection by improved sand cat swarm optimizer for intrusion detection D Jovanovic, M Marjanovic, M Antonijevic, M Zivkovic, N Budimirovic, ... 2022 International Conference on Artificial Intelligence in Everything (AIE …, 2022 | 37 | 2022 |
| 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 | 36 | 2024 |
| Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural network M Bukumira, M Antonijevic, D Jovanovic, M Zivkovic, D Mladenovic, ... Journal of Electronic Imaging 31 (6), 061815-061815, 2022 | 36 | 2022 |
| COVID-19 severity prediction using enhanced whale with Salp swarm feature classification. N Budimirovic, E Prabhu, M Antonijevic, M Zivkovic, N Bacanin, ... Computers, Materials & Continua 72 (1), 2022 | 35 | 2022 |