A Survey on semi-supervised feature selection methods

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• 作者：Razieh Sheikhpour^a ; ^{r_sheikhpour@stu.yazd.ac.ir}Author Vitae ; Mehdi Agha Sarram^a ; ^{mehdi.sarram@yazd.ac.ir}Author Vitae ; Sajjad Gharaghani^b ; ^{s.gharaghani@ut.ac.ir}Author Vitae ; Mohammad Ali Zare Chahooki^a ; ^{chahooki@yazd.ac.ir}Author Vitae
• 关键词：Semi-supervised learning ; Feature selection ; Survey
• 刊名：Pattern Recognition
• 出版年：2017
• 出版时间：April 2017
• 年：2017
• 卷：64
• 期：Complete
• 页码：141-158
• 全文大小：778 K
• 卷排序：64

文摘

A comprehensive survey on semi-supervised feature selection methods is presented. Two categories of these methods are presented from two different perspectives. The hierarchical structure of semi-supervised feature selection methods is given. Advantage and disadvantage of the survey methods are presented. Future research directions are presented.