Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization SE Roshan, S Asadi Engineering Applications of Artificial Intelligence 87, 103319, 2020 | 104 | 2020 |
Random forest swarm optimization-based for heart diseases diagnosis S Asadi, SE Roshan, MW Kattan Journal of Biomedical Informatics, 2021 | 93 | 2021 |
A bi-objective optimization method to produce a near-optimal number of classifiers and increase diversity in Bagging S Asadi, SE Roshan Knowledge-Based Systems 213, 106656, 2021 | 26 | 2021 |
Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization SE Roshan, S Asadi International Journal of Machine Learning and Cybernetics, 1-20, 2021 | 7 | 2021 |
A deep ensemble medical image segmentation with novel sampling method and loss function SE Roshan, J Tanha, M Zarrin, AF Babaei, H Nikkhah, Z Jafari Computers in Biology and Medicine 172, 108305, 2024 | 3 | 2024 |
Cardiology Disease Diagnosis by Analyzing Histological Microscopic Images Using Deep Learning M Salehpanah, J Tanha, Z Jafari, SE Roshan, S Rezaei 2023 13th International Conference on Computer and Knowledge Engineering …, 2023 | 2 | 2023 |
A Deep CNN Model Based Ensemble Approach for Semantic and Instance Segmentation of Indoor Environment S Rezaei, J Tanha, Z Jafari, SE Roshan, MAM Kochebagh 2023 13th International Conference on Computer and Knowledge Engineering …, 2023 | 1 | 2023 |
IMBoost: a new weighting factor for boosting to improve the classification performance of imbalanced data SE Roshan, J Tanha, F Hallaji, M Ghanbari Complexity 2023 (1), 2176891, 2023 | 1 | 2023 |
An experimental study of sentiment classification using deep-based models with various word embedding techniques S Rezaei, J Tanha, S Roshan, Z Jafari, M Molaei, S Mirzadoust, ... Journal of Experimental & Theoretical Artificial Intelligence, 1-37, 2024 | | 2024 |