Research Outputs

Results 1-6 of 6

	Issue Date	Title	Author(s)	Type
1	2016	Cancer survival analysis using semi-supervised learning method based on Cox and AFT models with L1/2 regularization	Liang, Yong ; Chai, Hua ; Liu, Xiao-Ying ; Xu, Zong-Ben ; Zhang, Hai ; Prof. LEUNG Kwong Sak	Peer Reviewed Journal Article
2	2014	The L1/2 regularization method for variable selection in the Cox model	Liu, Cheng ; Liang, Yong ; Luan, Xin-Ze ; Prof. LEUNG Kwong Sak ; Chan, Tak-Ming ; Xu, Zong-Ben ; Zhang, Hai	Peer Reviewed Journal Article
3	2014	A novel L1/2 regularization shooting method for Cox’s proportional hazards model	Luan, Xin-Ze ; Liang, Yong ; Liu, Cheng ; Prof. LEUNG Kwong Sak ; Chan, Tak-Ming ; Xu , Zong-Ben ; Zhang, Hai	Peer Reviewed Journal Article
4	2013	Adaptive L1/2 shooting regularization method for survival analysis using gene expression data Open Access	Liu, Xiao-Ying ; Liang, Yong ; Xu, Zong-Ben ; Zhang, Hai ; Prof. LEUNG Kwong Sak	Peer Reviewed Journal Article
5	2013	Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification	Liang, Yong ; Liu, Cheng ; Luan, Xin-Ze ; Prof. LEUNG Kwong Sak ; Chan, Tak-Ming ; Xu, Zong-Ben ; Zhang, Hai	Peer Reviewed Journal Article
6	2012	A improve direct path seeking algorithm for L 1/2 regularization, with application to biological feature selection	Liu, Cheng ; Liang, Yong ; Luan, Xin-Ze ; Prof. LEUNG Kwong Sak ; Chan, Tak-Ming ; Xu, Zong-Ben ; Zhang, Hai	Conference Proceedings