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Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets

Published in IEEE Transactions on Fuzzy Systems • Jun 15, 2016
NobleIDNI0P77W09R66S82
Authors:
Yanyan Yang
,
Degang Chen
,
Hui Wang

Abstract

Attribute reduction with rough sets is an effective technique for obtaining a compact and informative attribute set from a given dataset. However, traditional algorithms have no explicit provision for handling dynamic datasets where data present themselves in successive samples. Incremental algorith...

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