Concepedia

Unsupervised feature selection via latent representation learning and manifold regularization

Chang Tang, Meiru Bian, Xinwang Liu, Miaomiao Li, Hua Zhou, Pichao Wang, Hailin Yin

Neural Networks · 2019 · 140 citations · 101 references

Concepts

ComputingComputer ScienceFeature EngineeringMachine LearningDeep LearningDimension ReductionDimensionality ReductionFeature SelectionRepresentation LearningUnsupervised LearningLatent Feature LearningManifold LearningManifold RegularizationRegularizationRepresentation Learning TheoryUnsupervised Feature LearningUnsupervised Feature Selection

References

101

Birds of a Feather: Homophily in Social Networks

Miller McPherson, Lynn Smith‐Lovin, James M. Cook · Annual Review of Sociology · 2001 · 18.6K citations

Social Sciences, Social Psychology, Sociology +14

Finding and evaluating community structure in networks

Michelle G. Newman, Michelle Girvan · Physical Review E · 2004 · 14.1K citations · Full text

Engineering, Sociology, Complex Systems +12

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

Computing, Computer Science, Data Science +16

Semi-Supervised Learning Literature Survey

Xiaojin Zhu · Minds at UW (University of Wisconsin) · 2005 · 3.9K citations · Full text

Computing, Computer Science, Data Mining +11