A Novel Hybrid Model for Information Processing Basing on Rough Sets and Fuzzy SVM

Abstract

Rough set theory (RST) is a new effective tool in dealing with vagueness and uncertainty information from a large number of data. Fuzzy support vector machine (FSVM) has become the focus of research in machine learning. And it greatly improves the capabilities of fault-tolerance and generalization of standard support vector machine. The hybrid model of RS… (More)
DOI: 10.1109/MUE.2008.68

Topics

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