MICQ-IPSO: An effective two-stage hybrid feature selection algorithm for high-dimensional data DOI

Xinqian Li,

Jia Ren

Neurocomputing, Journal Year: 2022, Volume and Issue: 501, P. 328 - 342

Published: June 14, 2022

Language: Английский

Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare DOI
Sarmad Maqsood, Robertas Damaševičius

Neural Networks, Journal Year: 2023, Volume and Issue: 160, P. 238 - 258

Published: Jan. 25, 2023

Language: Английский

Citations

81
SemiACO: A semi-supervised feature selection based on ant colony optimization DOI

Fereshteh Karimi,

Mohammad Bagher Dowlatshahi, Amin Hashemi

et al.

Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 214, P. 119130 - 119130

Published: Oct. 27, 2022

Language: Английский

Citations

74
Learning correlation information for multi-label feature selection DOI
Yuling Fan, Jinghua Liu, Jianeng Tang

et al.

Pattern Recognition, Journal Year: 2023, Volume and Issue: 145, P. 109899 - 109899

Published: Aug. 23, 2023

Language: Английский

Citations

59
Evolutionary computation for feature selection in classification: A comprehensive survey of solutions, applications and challenges DOI

Xianfang Song,

Yong Zhang, Wanqiu Zhang

et al.

Swarm and Evolutionary Computation, Journal Year: 2024, Volume and Issue: 90, P. 101661 - 101661

Published: July 22, 2024

Language: Английский

Citations

19
An efficient Pareto-based feature selection algorithm for multi-label classification DOI
Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi‐pour

et al.

Information Sciences, Journal Year: 2021, Volume and Issue: 581, P. 428 - 447

Published: Sept. 23, 2021

Language: Английский

Citations

69
Group-preserving label-specific feature selection for multi-label learning DOI
Jia Zhang, Hanrui Wu, Min Jiang

et al.

Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 213, P. 118861 - 118861

Published: Sept. 21, 2022

Language: Английский

Citations

66
Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection DOI
Amin Hashemi,

Mehdi Joodaki,

Nazanin Zahra Joodaki

et al.

Applied Soft Computing, Journal Year: 2022, Volume and Issue: 124, P. 109046 - 109046

Published: May 25, 2022

Language: Английский

Citations

59
Traditional machine learning algorithms for breast cancer image classification with optimized deep features DOI
Furkan Atban, Ekin Ekıncı, Zeynep Garip

et al.

Biomedical Signal Processing and Control, Journal Year: 2022, Volume and Issue: 81, P. 104534 - 104534

Published: Dec. 22, 2022

Language: Английский

Citations

54
A tutorial-based survey on feature selection: Recent advancements on feature selection DOI
Amir Moslemi

Engineering Applications of Artificial Intelligence, Journal Year: 2023, Volume and Issue: 126, P. 107136 - 107136

Published: Sept. 21, 2023

Language: Английский

Citations

33
A recursive framework for improving the performance of multi-objective differential evolution algorithms for gene selection DOI
Min Li, Yangfan Zhao,

Rutun Cao

et al.

Swarm and Evolutionary Computation, Journal Year: 2024, Volume and Issue: 87, P. 101546 - 101546

Published: April 4, 2024

Language: Английский

Citations

12