Selecting Optimal Feature Set in High-Dimensional Data by Swarm Search

Selecting Optimal Feature Set in High-Dimensional Data by Swarm Search

Selecting the right set of features from data of high dimensionality for inducing an accurate classification model is a tough computational challenge. It is almost a NP-hard problem as the combinations of features escalate exponentially as the number of features increases. Unfortunately in data mini...

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Bibliographic Details
Main Authors:	Simon Fong, Yan Zhuang, Rui Tang, Xin-She Yang, Suash Deb
Format:	Article
Language:	English
Published:	Hindawi Limited 2013-01-01
Series:	Journal of Applied Mathematics
Online Access:	http://dx.doi.org/10.1155/2013/590614

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