Expert Systems with Applications · 2017 · 27 citations · 28 references
ComputingComputer ScienceComputational GeometryFeature EngineeringMachine LearningDimensionality ReductionFeature SelectionGeometry ProcessingRepresentation LearningShape RepresentationUnsupervised LearningFeature Subset SelectionLearned Feature EmbeddingsManifold LearningUnsupervised Feature LearningUnsupervised Feature Selection
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Nonlinear Dimensionality Reduction by Locally Linear Embedding
Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations
Algorithms for Non-negative Matrix Factorization
Daniel D. Lee, H. Sebastian Seung · 2000 · 5.5K citations
Locality Preserving Projections
Xiaofei He, Partha Niyogi · 2003 · 4K citations
Semi-Supervised Learning Literature Survey
Xiaojin Zhu · Minds at UW (University of Wisconsin) · 2005 · 3.9K citations · Full text