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Efficient Attribute Reduction with Submodular Function Optimization

Published • Nov 1, 2019
NobleIDNI0P41W25R79S97
Authors:
Xuxia Zhang
,
Xiaodong Yue
,
Zhikang Xu

Abstract

Attribute Reduction problem is an important content in Rough Set theory, which has been proven to be NP-hard. It tends to find a subset of attributes that preserve the same discriminatory power as the entire attributes. Heuristics methods are used to find the minimum attribute subset. In this paper,...

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