MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality A Hashemi, MB Dowlatshahi, H Nezamabadi-Pour Expert Systems with Applications 142, 113024, 2020 | 145 | 2020 |
MFS-MCDM: Multi-label feature selection using multi-criteria decision making A Hashemi, MB Dowlatshahi, H Nezamabadi-Pour Knowledge-Based Systems 206, 106365, 2020 | 139 | 2020 |
Ensemble of feature selection algorithms: a multi-criteria decision-making approach A Hashemi, MB Dowlatshahi, H Nezamabadi-pour International Journal of Machine Learning and Cybernetics 13 (1), 49-69, 2022 | 92 | 2022 |
Gravitational Search Algorithm: Theory, Literature Review, and Applications A Hashemi, MB Dowlatshahi, H Nezamabadi-Pour Handbook of AI-based Metaheuristics, 119-150, 2021 | 89 | 2021 |
An efficient Pareto-based feature selection algorithm for multi-label classification A Hashemi, MB Dowlatshahi, H Nezamabadi-pour Information Sciences 581, 428-447, 2021 | 67 | 2021 |
VMFS: A VIKOR-based multi-target feature selection A Hashemi, MB Dowlatshahi, H Nezamabadi-pour Expert Systems with Applications 182, 115224, 2021 | 64 | 2021 |
A bipartite matching-based feature selection for multi-label learning A Hashemi, MB Dowlatshahi, H Nezamabadi-Pour International Journal of Machine Learning and Cybernetics 12 (2), 459-475, 2021 | 58 | 2021 |
A Pareto-based ensemble of feature selection algorithms A Hashemi, MB Dowlatshahi, H Nezamabadi-pour Expert Systems with Applications 180, 115130, 2021 | 53 | 2021 |
SemiACO: A semi-supervised feature selection based on ant colony optimization F Karimi, MB Dowlatshahi, A Hashemi Expert Systems with Applications 214, 119130, 2023 | 50 | 2023 |
Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection A Hashemi, M Joodaki, NZ Joodaki, MB Dowlatshahi Applied Soft Computing 124, 109046, 2022 | 50 | 2022 |
MLCR: a fast multi-label feature selection method based on K-means and L2-norm A Hashemi, MB Dowlatshahi 2020 25th International Computer Conference, Computer Society of Iran (CSICC …, 2020 | 48 | 2020 |
MSSL: A memetic-based sparse subspace learning algorithm for multi-label classification H Bayati, MB Dowlatshahi, A Hashemi International Journal of Machine Learning and Cybernetics 13 (11), 3607-3624, 2022 | 22 | 2022 |
Ensemble feature selection for multi‐label text classification: An intelligent order statistics approach M Miri, MB Dowlatshahi, A Hashemi, MK Rafsanjani, BB Gupta, ... International Journal of Intelligent Systems, 2022 | 21 | 2022 |
Minimum redundancy maximum relevance ensemble feature selection: A bi-objective Pareto-based approach A Hashemi, MB Dowlatshahi, H Nazamabadi-pour Journal of Soft Computing and Information Technology (JSCIT …, 2023 | 18 | 2023 |
Online streaming feature selection based on Sugeno fuzzy integral A Hashemi, MR Pajoohan, MB Dowlatshahi 2022 9th Iranian joint congress on fuzzy and intelligent systems (CFIS), 1-6, 2022 | 11 | 2022 |
An ensemble of feature selection algorithms using OWA operator A Hashemi, MB Dowlatshahi 2022 9th Iranian joint congress on fuzzy and intelligent systems (CFIS), 1-6, 2022 | 10 | 2022 |
Evaluation multi label feature selection for text classification using weighted borda count approach M Miri, MB Dowlatshahi, A Hashemi 2022 9th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), 1-6, 2022 | 9 | 2022 |
SGFS: A semi-supervised graph-based feature selection algorithm based on the PageRank algorithm A Dalvand, MB Dowlatshahi, A Hashemi 2022 27th international computer conference, computer society of Iran (CSICC …, 2022 | 8 | 2022 |
Unsupervised feature selection: A fuzzy multi-criteria decision-making approach. MB Dowlatshahi, A Hashemi Iranian Journal of Fuzzy Systems 20 (7), 2023 | 5 | 2023 |
A fuzzy integral approach for ensembling unsupervised feature selection algorithms A Hashemi, MB Dowlatshahi 2023 28th international computer conference, computer society of Iran (CSICC …, 2023 | 4 | 2023 |