Discriminative semi-supervised feature selection via rescaled least squares regression-supplement

Guowen Yuan, Xiaojun Chen, Chen Wang, Feiping Nie, Liping Jing

科研成果: 书/报告/会议事项章节会议稿件同行评审

11 引用 (Scopus)

摘要

In this paper, we propose a Discriminative Semi-Supervised Feature Selection (DSSFS) method. In this method, a ε- dragging technique is introduced to the Rescaled Linear Square Regression in order to enlarge the distances between different classes. An iterative method is proposed to simultaneously learn the regression coefficients, ε-draggings matrix and predicting the unknown class labels. Experimental results show the superiority of DSSFS.

源语言英语
主期刊名32nd AAAI Conference on Artificial Intelligence, AAAI 2018
出版商AAAI press
8177-8178
页数2
ISBN(电子版)9781577358008
出版状态已出版 - 2018
活动32nd AAAI Conference on Artificial Intelligence, AAAI 2018 - New Orleans, 美国
期限: 2 2月 20187 2月 2018

出版系列

姓名32nd AAAI Conference on Artificial Intelligence, AAAI 2018

会议

会议32nd AAAI Conference on Artificial Intelligence, AAAI 2018
国家/地区美国
New Orleans
时期2/02/187/02/18

指纹

探究 'Discriminative semi-supervised feature selection via rescaled least squares regression-supplement' 的科研主题。它们共同构成独一无二的指纹。

引用此