Granular Support Vector Machines Based on Granular Computing, Soft Computing and Statistical Learning

With emergence of biomedical informatics, Web intelligence, and E-business, new challenges are coming for knowledge discovery and data mining modeling problems. In this dissertation work, a framework named Granular Support Vector Machines (GSVM) is proposed to systematically and formally combine st...

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Bibliographic Details
Main Author: Tang, Yuchun
Format: Others
Published: Digital Archive @ GSU 2006
Subjects:
Online Access:http://digitalarchive.gsu.edu/cs_diss/5
http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1004&context=cs_diss