Concepedia

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering

Meng Yang, Ronghua Shang, Licheng Jiao, Wenya Zhang, Yijing Yuan, Shuyuan Yang

Neurocomputing · 2018 · 88 citations · 39 references

Concepts

ComputingComputer ScienceData ScienceData MiningFeature EngineeringMachine LearningDimensionality ReductionFeature SelectionGraph MiningGraph-based LearningMatrix FactorizationRepresentation LearningGraph Feature SelectionGraph-based Feature SelectionNon-negative Matrix FactorizationRepresentation Learning For ClusteringSparse CodingSparse Feature RepresentationSparse Feature Selection

References

39

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Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12

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K. Müller, Gunnar Rätsch, Koji Tsuda et al. · IEEE Transactions on Neural Networks · 2001 · 3.5K citations

Computing, Computer Science, Data Mining +13

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng Cai, Xiaofei He, Jiawei Han et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2.5K citations

Computing, Computer Science, Computational Geometry +6

Laplacian Score for Feature Selection

Xiaofei He, Deng Cai, Partha Niyogi · 2005 · 1.8K citations

Computing, Computer Science, Data Mining +12