Robust hypergraph regularized non-negative matrix factorization for sample clustering and feature selection in multi-view gene expression data

by Na Yu, Ying-Lian Gao, Jin-Xing Liu, Juan Wang, Junliang Shang
Published 2019-10-01

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

NPCMF: Nearest Profile-based Collaborative Matrix Factorization method for predicting miRNA-disease associations

by Ying-Lian Gao, Zhen Cui, Jin-Xing Liu, Juan Wang, Chun-Hou Zheng
Published 2019-06-01

RCMF: a robust collaborative matrix factorization method to predict miRNA-disease associations

by Zhen Cui, Jin-Xing Liu, Ying-Lian Gao, Chun-Hou Zheng, Juan Wang
Published 2019-12-01

Differentially Expressed Genes Extracted by the Tensor Robust Principal Component Analysis (TRPCA) Method

by Yue Hu, Jin-Xing Liu, Ying-Lian Gao, Sheng-Jun Li, Juan Wang
Published 2019-01-01

DSCMF: prediction of LncRNA-disease associations based on dual sparse collaborative matrix factorization

by Jin-Xing Liu, Ming-Ming Gao, Zhen Cui, Ying-Lian Gao, Feng Li
Published 2021-05-01

Correntropy induced loss based sparse robust graph regularized extreme learning machine for cancer classification

by Liang-Rui Ren, Ying-Lian Gao, Jin-Xing Liu, Junliang Shang, Chun-Hou Zheng
Published 2020-10-01

L2,1-GRMF: an improved graph regularized matrix factorization method to predict drug-target interactions

by Zhen Cui, Ying-Lian Gao, Jin-Xing Liu, Ling-Yun Dai, Sha-Sha Yuan
Published 2019-06-01

The computational prediction of drug-disease interactions using the dual-network L2,1-CMF method

by Zhen Cui, Ying-Lian Gao, Jin-Xing Liu, Juan Wang, Junliang Shang, Ling-Yun Dai
Published 2019-01-01

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

An NMF-L2,1-Norm Constraint Method for Characteristic Gene Selection.

by Dong Wang, Jin-Xing Liu, Ying-Lian Gao, Jiguo Yu, Chun-Hou Zheng, Yong Xu
Published 2016-01-01

Co-differential Gene Selection and Clustering Based on Graph Regularized Multi-View NMF in Cancer Genomic Data

by Na Yu, Ying-Lian Gao, Jin-Xing Liu, Junliang Shang, Rong Zhu, Ling-Yun Dai
Published 2018-11-01

A class-information-based penalized matrix decomposition for identifying plants core genes responding to abiotic stresses.

by Jin-Xing Liu, Jian Liu, Ying-Lian Gao, Jian-Xun Mi, Chun-Xia Ma, Dong Wang
Published 2014-01-01

A P-Norm Robust Feature Extraction Method for Identifying Differentially Expressed Genes.

by Jian Liu, Jin-Xing Liu, Ying-Lian Gao, Xiang-Zhen Kong, Xue-Song Wang, Dong Wang
Published 2015-01-01

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

Joint L1/2-Norm Constraint and Graph-Laplacian PCA Method for Feature Extraction

by Chun-Mei Feng, Ying-Lian Gao, Jin-Xing Liu, Juan Wang, Dong-Qin Wang, Chang-Gang Wen
Published 2017-01-01

MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations

by Tian-Ru Wu, Meng-Meng Yin, Cui-Na Jiao, Ying-Lian Gao, Xiang-Zhen Kong, Jin-Xing Liu
Published 2020-10-01