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Keyword

multi-label feature selection

Description: A machine-learning process for selecting informative input features when instances may belong to multiple classes or labels.
OpenAlex ID: keywords/multi-label-feature-selection
Recent advances in feature selection and its applications
2017 · Yun Li, Tao Li, et al. · Knowledge and Information Systems · 398
Manifold regularized discriminative feature selection for multi-label learning
2019 · Jia Zhang, Zhiming Luo, et al. · Pattern Recognition · 369
MLACO: A multi-label feature selection algorithm based on ant colony optimization
2019 · Mohsen Paniri, Mohammad Bagher Dowlatshahi, et al. · Knowledge-Based Systems · 286
A Convex Formulation for Semi-Supervised Multi-Label Feature Selection
2014 · Xiaojun Chang, Feiping Nie, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 258
Multi-label feature selection based on max-dependency and min-redundancy
2015 · Yaojin Lin, Qinghua Hu, et al. · Neurocomputing · 255
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach
2013 · Newton Spolaôr, Everton Alvares Cherman, et al. · Electronic Notes in Theoretical Computer Science · 219
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MFS-MCDM: Multi-label feature selection using multi-criteria decision making
2020 · Amin Hashemi, Mohammad Bagher Dowlatshahi, et al. · Knowledge-Based Systems · 192
SCLS: Multi-label feature selection based on scalable criterion for large label set
2017 · Jaesung Lee, Dae-Won Kim · Pattern Recognition · 191
ReliefF for Multi-label Feature Selection
2013 · Newton Spolaor, Everton Alvares Cherman, et al. · Brazilian Conference on Intelligent Systems · 185
Manifold-based constraint Laplacian score for multi-label feature selection
2018 · Rui Huang, Weidong Jiang, et al. · Pattern Recognition Letters · 172
Mutual Information-based multi-label feature selection using interaction information
2014 · Jaesung Lee, Dae-Won Kim · Expert Systems with Applications · 172
Multi-label feature selection with missing labels
2017 · Pengfei Zhu, Qian Xu, et al. · Pattern Recognition · 171
Granular multi-label feature selection based on mutual information
2017 · Feng Li, Duoqian Miao, et al. · Pattern Recognition · 167
Fast multi-label feature selection based on information-theoretic feature ranking
2015 · Jaesung Lee, Dae-Won Kim · Pattern Recognition · 165
Online multi-label streaming feature selection based on neighborhood rough set
2018 · Jinghua Liu, Yaojin Lin, et al. · Pattern Recognition · 151
Distributed multi-label feature selection using individual mutual information measures
2019 · Jorge Gonzalez-Lopez, Sebastián Ventura, et al. · Knowledge-Based Systems · 143
MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality
2019 · Amin Hashemi, Mohammad Bagher Dowlatshahi, et al. · Expert Systems with Applications · 141
Document Transformation for Multi-label Feature Selection in Text Categorization
2007 · Weizhu Chen, Jun Yan, et al. · Proceedings · 138
Multi-label classification of music by emotion
2011 · Konstantinos Trohidis, Grigorios Tsoumakas, et al. · EURASIP Journal on Audio Speech and Music Processing · 137
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Distinguishing two types of labels for multi-label feature selection
2019 · Ping Zhang, Guixia Liu, et al. · Pattern Recognition · 135
Ant-TD: Ant colony optimization plus temporal difference reinforcement learning for multi-label feature selection
2021 · Mohsen Paniri, Mohammad Bagher Dowlatshahi, et al. · Swarm and Evolutionary Computation · 133
A PSO-based multi-objective multi-label feature selection method in classification
2017 · Yong Zhang, Dun-wei Gong, et al. · Scientific Reports · 131
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Learning correlation information for multi-label feature selection
2023 · Yuling Fan, Jinghua Liu, et al. · Pattern Recognition · 130
Multi-label feature selection via manifold regularization and dependence maximization
2021 · Rui Huang, Zhejun Wu · Pattern Recognition · 120
Multi-label feature selection via feature manifold learning and sparsity regularization
2017 · Zhiling Cai, William Zhu · International Journal of Machine Learning and Cybernetics · 113
Works count: 421
Citation count: 10,450
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