Discriminative sparse subspace learning and its application to unsupervised feature selection

Nan Zhou; Hong Cheng; Witold Pedrycz; Yong Zhang; Huaping Liu

doi:10.1016/j.isatra.2015.12.011

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JOURNAL ARTICLE

Discriminative sparse subspace learning and its application to unsupervised feature selection

Nan Zhou Hong Cheng Witold Pedrycz Yong Zhang Huaping Liu

Year: 2016 Journal: ISA Transactions Vol: 61 Pages: 104-118 Publisher: Elsevier BV

DOI: 10.1016/j.isatra.2015.12.011

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Keywords:

Discriminative model Subspace topology Artificial intelligence Pattern recognition (psychology) Computer science Random subspace method Feature selection Feature (linguistics) Machine learning Feature learning

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Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Machine Learning and ELM

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Algorithms and Applications

Physical Sciences → Engineering → Control and Systems Engineering

Discriminative sparse subspace learning and its application to unsupervised feature selection

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