Mohammad Bagher Dowlatshahi

30 papers Misc 5Journal 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AE-MCDM: an autoencoder-based multi-criteria decision-making approach for unsupervised feature selection. J. Supercomput. Amin Hashemi, Mohammad Bagher Dowlatshahi, Siamak Farshidi, Parham Moradi
2025	J	`jnl`	Ant colony optimization enhanced with ensemble of pheromone vectors using multi-criteria decision making: A case study in multi-label text feature selection. Appl. Soft Comput. Mohammad Bagher Dowlatshahi, Amin Hashemi, Marjan Kuchaki Rafsanjani, Yulong Fu
2024	J	`jnl`	Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network. Computing Armin Shoughi, Mohammad Bagher Dowlatshahi, Arefeh Amiri, Marjan Kuchaki Rafsanjani, Ranbir Singh Batth
2024	J	`jnl`	NSOFS: a non-dominated sorting-based online feature selection algorithm. Neural Comput. Appl. Amin Hashemi, Mohammad-Reza Pajoohan, Mohammad Bagher Dowlatshahi
2023	Misc	`conf`	A Fuzzy Integral Approach for Ensembling Unsupervised Feature Selection Algorithms. CSICC Amin Hashemi, Mohammad Bagher Dowlatshahi
2023	Misc	`conf`	An election strategy for online streaming feature selection. CSICC Amin Hashemi, Mohammad-Reza Pajoohan, Mohammad Bagher Dowlatshahi
2023	J	`jnl`	Predictive model for shear strength estimation in reinforced concrete beams with recycled aggregates using Gaussian process regression. Neural Comput. Appl. Fereydoon Omidinasab, Amirhosein Sahraei Moghadam, Mohammad Bagher Dowlatshahi
2023	J	`jnl`	SemiACO: A semi-supervised feature selection based on ant colony optimization. Expert Syst. Appl. Fereshteh Karimi, Mohammad Bagher Dowlatshahi, Amin Hashemi
2022	J	`jnl`	Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection. Appl. Soft Comput. Amin Hashemi, Mehdi Joodaki, Nazanin Zahra Joodaki, Mohammad Bagher Dowlatshahi
2022	J	`jnl`	Ensemble feature selection for multi-label text classification: An intelligent order statistics approach. Int. J. Intell. Syst. Mohsen Miri, Mohammad Bagher Dowlatshahi, Amin Hashemi, Marjan Kuchaki Rafsanjani, Brij B. Gupta, Wadee Alhalabi
2022	J	`jnl`	Ensemble of feature selection algorithms: a multi-criteria decision-making approach. Int. J. Mach. Learn. Cybern. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2022	J	`jnl`	MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification. Int. J. Mach. Learn. Cybern. Hamid Bayati, Mohammad Bagher Dowlatshahi, Amin Hashemi
2022	Misc	`conf`	SGFS: A semi-supervised graph-based feature selection algorithm based on the PageRank algorithm. CSICC Arefeh Dalvand, Mohammad Bagher Dowlatshahi, Amin Hashemi
2022	J	`jnl`	Unsupervised feature selection for image classification: A bipartite matching-based principal component analysis approach. Knowl. Based Syst. Firoozeh Beiranvand, Vahid Mehrdad, Mohammad Bagher Dowlatshahi
2021	J	`jnl`	A bipartite matching-based feature selection for multi-label learning. Int. J. Mach. Learn. Cybern. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2021	J	`jnl`	A pareto-based ensemble of feature selection algorithms. Expert Syst. Appl. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2021	Misc	`conf`	A practical system based on CNN-BLSTM network for accurate classification of ECG heartbeats of MIT-BIH imbalanced dataset. CSICC Armin Shoughi, Mohammad Bagher Dowlatshahi
2021	J	`jnl`	An efficient Pareto-based feature selection algorithm for multi-label classification. Inf. Sci. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2021	J	`jnl`	An energy aware grouping memetic algorithm to schedule the sensing activity in WSNs-based IoT for smart cities. Appl. Soft Comput. Mohammad Bagher Dowlatshahi, Marjan Kuchaki Rafsanjani, Brij B. Gupta
2021	J	`jnl`	An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic. Knowl. Based Syst. Mehdi Joodaki, Mohammad Bagher Dowlatshahi, Nazanin Zahra Joodaki
2021	J	`jnl`	Ant-TD: Ant colony optimization plus temporal difference reinforcement learning for multi-label feature selection. Swarm Evol. Comput. Mohsen Paniri, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2021	Misc	`conf`	Feature Selection in Multi-label Classification based on Binary Quantum Gravitational Search Algorithm. CSICC Hojat Noormohammadi, Mohammad Bagher Dowlatshahi
2021	J	`jnl`	VMFS: A VIKOR-based multi-target feature selection. Expert Syst. Appl. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2020	J	`jnl`	MFS-MCDM: Multi-label feature selection using multi-criteria decision making. Knowl. Based Syst. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2020	J	`jnl`	MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality. Expert Syst. Appl. Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2020	J	`jnl`	MLACO: A multi-label feature selection algorithm based on ant colony optimization. Knowl. Based Syst. Mohsen Paniri, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour
2018	J	`jnl`	A Novel Three-Stage Filter-Wrapper Framework for miRNA Subset Selection in Cancer Classification. Informatics Mohammad Bagher Dowlatshahi, Vali Derhami, Hossein Nezamabadi-pour
2017	J	`jnl`	Ensemble of Filter-Based Rankers to Guide an Epsilon-Greedy Swarm Optimizer for High-Dimensional Feature Subset Selection. Inf. Mohammad Bagher Dowlatshahi, Vali Derhami, Hossein Nezamabadi-pour
2014	J	`jnl`	A discrete gravitational search algorithm for solving combinatorial optimization problems. Inf. Sci. Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour, Mashaallah Mashinchi
2014	J	`jnl`	GGSA: A Grouping Gravitational Search Algorithm for data clustering. Eng. Appl. Artif. Intell. Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour