Title : ( Comment on ‘‘Support vector machine for classification based on fuzzy training data’’ by A.-B. Ji, J.-H. Pang, H.-J. Qiu [Expert Systems with Applications 37 (2010) 3495–3498] )
Authors: yahya forghani , Hadi Sadoghi Yazdi , Sohrab Effati ,
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Abstract
This paper comments on the recently published work dealing with support vector machine for classification based on fuzzy data [Ji, A.-B., Pang, J.-H., & Qiu, H.-J. (2010). Support vector machine for classification based on fuzzy training data. Expert Systems with Applications 37(4), 3495–3498]. The authors have claimed that their proposed program is a classical convex quadratic program. But, we show that their proposed program is neither convex nor classical quadratic. Then, we propose a convex program by using the similar strategy proposed by Ji et al. (2010).
Keywords
Support vector machine Fuzzy number Convex program
@article{paperid:1028138,
author = {Forghani, Yahya and Sadoghi Yazdi, Hadi and Effati, Sohrab},
title = {Comment on ‘‘Support vector machine for classification based on fuzzy training data’’ by A.-B. Ji, J.-H. Pang, H.-J. Qiu [Expert Systems with Applications 37 (2010) 3495–3498]},
journal = {Expert Systems with Applications},
year = {2012},
volume = {39},
number = {8},
month = {March},
issn = {0957-4174},
pages = {7581--7583},
numpages = {2},
keywords = {Support vector machine
Fuzzy number
Convex program},
}
%0 Journal Article
%T Comment on ‘‘Support vector machine for classification based on fuzzy training data’’ by A.-B. Ji, J.-H. Pang, H.-J. Qiu [Expert Systems with Applications 37 (2010) 3495–3498]
%A Forghani, Yahya
%A Sadoghi Yazdi, Hadi
%A Effati, Sohrab
%J Expert Systems with Applications
%@ 0957-4174
%D 2012
