Online feature selection for mining big data

Most studies of online learning require accessing all the attributes/ features of training instances. Such a classical setting is not always appropriate for real-world applications when data instances are of high dimensionality or the access to it is expensive to acquire the full set of attributes/f...

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Bibliographic Details
Main Authors: Hoi, Steven C. H., Wang, Jialei., Zhao, Peilin., Jin, Rong.
Other Authors: School of Computer Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/98983
http://hdl.handle.net/10220/12629
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Institution: Nanyang Technological University
Language: English