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

por Yu, Na, Gao, Ying-Lian, Liu, Jin-Xing, Wang, Juan, Shang, Junliang
Publicado 2019

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

por Gao, Ying-Lian, Cui, Zhen, Liu, Jin-Xing, Wang, Juan, Zheng, Chun-Hou
Publicado 2019

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

por Cui, Zhen, Liu, Jin-Xing, Gao, Ying-Lian, Zheng, Chun-Hou, Wang, Juan
Publicado 2019

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

por Liu, Jin-Xing, Gao, Ming-Ming, Cui, Zhen, Gao, Ying-Lian, Li, Feng
Publicado 2021

L(2,1)-GRMF: an improved graph regularized matrix factorization method to predict drug-target interactions

por Cui, Zhen, Gao, Ying-Lian, Liu, Jin-Xing, Dai, Ling-Yun, Yuan, Sha-Sha
Publicado 2019

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

por Ren, Liang-Rui, Gao, Ying-Lian, Liu, Jin-Xing, Shang, Junliang, Zheng, Chun-Hou
Publicado 2020

An NMF-L(2,1)-Norm Constraint Method for Characteristic Gene Selection

por Wang, Dong, Liu, Jin-Xing, Gao, Ying-Lian, Yu, Jiguo, Zheng, Chun-Hou, Xu, Yong
Publicado 2016

Identifying drug-pathway association pairs based on L1L2,1-integrative penalized matrix decomposition

por Wang, Dong-Qin, Gao, Ying-Lian, Liu, Jin-Xing, Zheng, Chun-Hou, Kong, Xiang-Zhen
Publicado 2017

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

por Yu, Na, Gao, Ying-Lian, Liu, Jin-Xing, Shang, Junliang, Zhu, Rong, Dai, Ling-Yun
Publicado 2018

The computational prediction of drug-disease interactions using the dual-network L(2,1)-CMF method

por Cui, Zhen, Gao, Ying-Lian, Liu, Jin-Xing, Wang, Juan, Shang, Junliang, Dai, Ling-Yun
Publicado 2019

A Class-Information-Based Penalized Matrix Decomposition for Identifying Plants Core Genes Responding to Abiotic Stresses

por Liu, Jin-Xing, Liu, Jian, Gao, Ying-Lian, Mi, Jian-Xun, Ma, Chun-Xia, Wang, Dong
Publicado 2014

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

por Liu, Jian, Liu, Jin-Xing, Gao, Ying-Lian, Kong, Xiang-Zhen, Wang, Xue-Song, Wang, Dong
Publicado 2015

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

por Hou, Mi-Xiao, Gao, Ying-Lian, Liu, Jin-Xing, Shang, Junliang, Zhu, Rong, Yuan, Sha-Sha
Publicado 2019

Joint L(1/2)-Norm Constraint and Graph-Laplacian PCA Method for Feature Extraction

por Feng, Chun-Mei, Gao, Ying-Lian, Liu, Jin-Xing, Wang, Juan, Wang, Dong-Qin, Wen, Chang-Gang
Publicado 2017

Identifying drug-pathway association pairs based on L(2,1)-integrative penalized matrix decomposition

por Liu, Jin-Xing, Wang, Dong-Qin, Zheng, Chun-Hou, Gao, Ying-Lian, Wu, Sha-Sha, Shang, Jun-Liang
Publicado 2017

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

por Wu, Tian-Ru, Yin, Meng-Meng, Jiao, Cui-Na, Gao, Ying-Lian, Kong, Xiang-Zhen, Liu, Jin-Xing
Publicado 2020