Locality preserving projection twin support vector machine and its application in classification

Twin support vector machine (TWSVM) and projection twin support vector machine (PTSVM), are two extensions of traditional support vector machine (SVM). However, TWSVM and PTSVM did not consider the local geometrical structure information of training samples. Therefore, a locality preserving projecti...

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Bibliographic Details
Main Authors: Sugen Chen, Xiaojun Wu, Juan Xu
Format: Article
Language:English
Published: SAGE Publishing 2016-06-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748301816640435