Real-time fuzzy classification problem: application of optimal fuzzy linear regression with support vector machine

Soft computing helps model and classifier exploit tolerance for imprecision and uncertainly. In this paper, we proposed a hybrid approach to combine fuzzy regression analysis with support vector machine (SVMs). The proposed approach is suitable for the real-time treatment of classification problems....

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Bibliographic Details
Main Authors: Ramli, Azizul Azhar, Witold Pedrycz, Witold Pedrycz, Junzo Watada, Junzo Watada
Format: Conference or Workshop Item
Published: 2011
Subjects:
Online Access:http://eprints.uthm.edu.my/2977/