Online Feature Selection and Its Applications

Feature selection is an important technique for data mining before a machine learning algorithm is applied. Despite its importance, most studies of feature selection are restricted to batch learning. Unlike traditional batch learning methods, online learning represents a promising family of efficien...

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Bibliographic Details
Main Authors: HOI, Steven, WANG, Jialei, ZHAO, Peilin, JIN, Rong
Format: text
Published: Institutional Knowledge at Singapore Management University 2012
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Online Access:https://ink.library.smu.edu.sg/researchdata/13
http://ofs.stevenhoi.org/
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Institution: Singapore Management University

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