Information Sciences · 2024 · 30 citations · 28 references
ComputingComputer ScienceData MiningFeature EngineeringMachine LearningDimensionality ReductionFeature ExtractionFeature SelectionMatrix FactorizationRepresentation LearningUnsupervised LearningEncoder-decoder ArchitecturesNon-negative Matrix FactorizationSparse Feature SelectionUnsupervised Feature LearningUnsupervised Feature Selection
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Learning the parts of objects by non-negative matrix factorization
Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations
A survey on feature selection methods
Girish Chandrashekar, Ferat Sahin · Computers & Electrical Engineering · 2013 · 5.1K citations
Feature selection in machine learning: A new perspective
Jie Cai, Jiawei Luo, Shulin Wang et al. · Neurocomputing · 2018 · 2.1K citations