Mohammad Bagher Dowlatshahi

According to our database, Mohammad Bagher Dowlatshahi authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network.

Armin Shoughi, Mohammad Bagher Dowlatshahi, Arefeh Amiri, Marjan Kuchaki Rafsanjani, Ranbir Singh Batth

Computing, April, 2024

NSOFS: a non-dominated sorting-based online feature selection algorithm.

Amin Hashemi, Mohammad-Reza Pajoohan, Mohammad Bagher Dowlatshahi

Neural Comput. Appl., January, 2024

2023

Predictive model for shear strength estimation in reinforced concrete beams with recycled aggregates using Gaussian process regression.

Fereydoon Omidinasab, Amirhosein Sahraei Moghadam, Mohammad Bagher Dowlatshahi

Neural Comput. Appl., April, 2023

SemiACO: A semi-supervised feature selection based on ant colony optimization.

Fereshteh Karimi, Mohammad Bagher Dowlatshahi, Amin Hashemi

Expert Syst. Appl., 2023

An election strategy for online streaming feature selection.

Amin Hashemi, Mohammad-Reza Pajoohan, Mohammad Bagher Dowlatshahi

Proceedings of the 28th International Computer Conference, Computer Society of Iran, 2023

A Fuzzy Integral Approach for Ensembling Unsupervised Feature Selection Algorithms.

Amin Hashemi, Mohammad Bagher Dowlatshahi

Proceedings of the 28th International Computer Conference, Computer Society of Iran, 2023

2022

Ensemble feature selection for multi-label text classification: An intelligent order statistics approach.

Mohsen Miri, Mohammad Bagher Dowlatshahi, Amin Hashemi, Marjan Kuchaki Rafsanjani, Brij B. Gupta, Wadee Alhalabi

Int. J. Intell. Syst., December, 2022

Ensemble of feature selection algorithms: a multi-criteria decision-making approach.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Int. J. Mach. Learn. Cybern., 2022

MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification.

Hamid Bayati, Mohammad Bagher Dowlatshahi, Amin Hashemi

Int. J. Mach. Learn. Cybern., 2022

Unsupervised feature selection for image classification: A bipartite matching-based principal component analysis approach.

Firoozeh Beiranvand, Vahid Mehrdad, Mohammad Bagher Dowlatshahi

Knowl. Based Syst., 2022

Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection.

Amin Hashemi, Mehdi Joodaki, Nazanin Zahra Joodaki, Mohammad Bagher Dowlatshahi

Appl. Soft Comput., 2022

SGFS: A semi-supervised graph-based feature selection algorithm based on the PageRank algorithm.

Arefeh Dalvand, Mohammad Bagher Dowlatshahi, Amin Hashemi

Proceedings of the 27th International Computer Conference, Computer Society of Iran, 2022

2021

Ant-TD: Ant colony optimization plus temporal difference reinforcement learning for multi-label feature selection.

Mohsen Paniri, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Swarm Evol. Comput., 2021

A bipartite matching-based feature selection for multi-label learning.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Int. J. Mach. Learn. Cybern., 2021

An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic.

Mehdi Joodaki, Mohammad Bagher Dowlatshahi, Nazanin Zahra Joodaki

Knowl. Based Syst., 2021

An efficient Pareto-based feature selection algorithm for multi-label classification.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Inf. Sci., 2021

VMFS: A VIKOR-based multi-target feature selection.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Expert Syst. Appl., 2021

A pareto-based ensemble of feature selection algorithms.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Expert Syst. Appl., 2021

An energy aware grouping memetic algorithm to schedule the sensing activity in WSNs-based IoT for smart cities.

Mohammad Bagher Dowlatshahi, Marjan Kuchaki Rafsanjani, Brij B. Gupta

Appl. Soft Comput., 2021

A practical system based on CNN-BLSTM network for accurate classification of ECG heartbeats of MIT-BIH imbalanced dataset.

Armin Shoughi, Mohammad Bagher Dowlatshahi

Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

Feature Selection in Multi-label Classification based on Binary Quantum Gravitational Search Algorithm.

Hojat Noormohammadi, Mohammad Bagher Dowlatshahi

Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

2020

MLACO: A multi-label feature selection algorithm based on ant colony optimization.

Mohsen Paniri, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Knowl. Based Syst., 2020

MFS-MCDM: Multi-label feature selection using multi-criteria decision making.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Knowl. Based Syst., 2020

MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality.

Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Expert Syst. Appl., 2020

2018

A Novel Three-Stage Filter-Wrapper Framework for miRNA Subset Selection in Cancer Classification.

Mohammad Bagher Dowlatshahi, Vali Derhami, Hossein Nezamabadi-pour

Informatics, 2018

2017

Ensemble of Filter-Based Rankers to Guide an Epsilon-Greedy Swarm Optimizer for High-Dimensional Feature Subset Selection.

Mohammad Bagher Dowlatshahi, Vali Derhami, Hossein Nezamabadi-pour

Inf., 2017

2014

A discrete gravitational search algorithm for solving combinatorial optimization problems.

Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour, Mashaallah Mashinchi

Inf. Sci., 2014

GGSA: A Grouping Gravitational Search Algorithm for data clustering.

Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour

Eng. Appl. Artif. Intell., 2014