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An asymptotic statistical analysis of support vector machines with soft margins

โœ Scribed by Kazushi Ikeda; Tsutomu Aoishi


Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
172 KB
Volume
18
Category
Article
ISSN
0893-6080

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## Abstract ## Purpose: To effectively perform quantification of brain normal tissues and pathologies simultaneously, independent component analysis (ICA) coupled with support vector machine (SVM) is investigated and evaluated for effective volumetric measurements of normal and lesion tissues usin