LJELSR: A Strengthened Version of JELSR for Feature Selection and Clustering

by Sha-Sha Wu, Mi-Xiao Hou, Chun-Mei Feng, Jin-Xing Liu
Published 2019-02-01

An Integrated Graph Regularized Non-Negative Matrix Factorization Model for Gene Co-Expression Network Analysis

by Ying-Lian Gao, Mi-Xiao Hou, Jin-Xing Liu, Xiang-Zhen Kong
Published 2019-01-01

PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data

by Chun-Mei Feng, Yong Xu, Mi-Xiao Hou, Ling-Yun Dai, Jun-Liang Shang
Published 2019-12-01

Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection

by Yong-Jing Hao, Ying-Lian Gao, Mi-Xiao Hou, Ling-Yun Dai, Jin-Xing Liu
Published 2019-01-01

A new method for mining information of co-expression network based on multi-cancers integrated data

by Mi-Xiao Hou, Ying-Lian Gao, Jin-Xing Liu, Junliang Shang, Rong Zhu, Sha-Sha Yuan
Published 2019-12-01

Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes

by Ling-Yun Dai, Chun-Mei Feng, Jin-Xing Liu, Chun-Hou Zheng, Jiguo Yu, Mi-Xiao Hou
Published 2017-01-01