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Search: authors:"Yiyou Guo"

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SIP-FS: a novel feature selection for data representation

Multiple features are widely used to characterize real-world datasets. It is desirable to select leading features with stability and interpretability from a set of distinct features for a comprehensive data description. However, most of existing feature selection methods focus on the predictability (e.g., prediction accuracy) of selected results yet neglect stability. To obtain...