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MULTI-AGENT SOLVER FOR NON-NEGATIVE MATRIX FACTORIZATION BASED ON OPTIMIZATION 期刊论文
KYBERNETIKA, 2021, 卷号: 57, 期号: 1, 页码: 60-77
Authors:  Tu, Zhipeng;  Li, Weijian
Favorite  |  View/Download：96/0  |  Submit date：2021/04/26
distributed optimization  non-negative matrix factorization  multiplicative update rules  multi-agent network  
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
Authors:  Zhang, Lihua;  Zhang, Shihua
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Sparse matrices  Pattern recognition  Data integration  Prediction algorithms  Data models  Matrix decomposition  Signal processing algorithms  Bioinformatics  data integration  network-regularized constraint  nonnegative matrix factorization (NMF)  pattern recognition  
Integrative analysis of single-cell genomics data by coupled nonnegative matrix factorizations 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 卷号: 115, 期号: 30, 页码: 7723-7728
Authors:  Duren, Zhana;  Chen, Xi;  Zamanighomi, Mahdi;  Zeng, Wanwen;  Satpathy, Ansuman T.;  Chang, Howard Y.;  Wang, Yong;  Wong, Wing Hung
Favorite  |  View/Download：152/0  |  Submit date：2019/12/13
coupled clustering  NMF  single-cell genomic data  
Matrix Integrative Analysis (MIA) of Multiple Genomic Data for Modular Patterns 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 页码: 12
Authors:  Chen, Jinyu;  Zhang, Shihua
Favorite  |  View/Download：141/0  |  Submit date：2018/07/30
bioinformatics  multi-dimensional genomics  matrix integrative analysis  data integration  module discovery  non-negative matrix factorization (NMF)  partial least squares (PLS)  
Binary matrix factorization for analyzing gene expression data 期刊论文
DATA MINING AND KNOWLEDGE DISCOVERY, 2010, 卷号: 20, 期号: 1, 页码: 28-52
Authors:  Zhang, Zhong-Yuan;  Li, Tao;  Ding, Chris;  Ren, Xian-Wen;  Zhang, Xiang-Sun
Favorite  |  View/Download：75/0  |  Submit date：2018/07/30
Biclustering  Non-negative matrix factorization  Boundedness property of NMF  Binary matrix  
NMF的数据分类方法在肿瘤分类上的应用 期刊论文
计算机工程与应用, 2010, 卷号: 046, 期号: 016, 页码: 245
Authors:  张忠元;  章祥荪
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Clustering complex networks and biological networks by nonnegative matrix factorization with various similarity measures 期刊论文
NEUROCOMPUTING, 2008, 卷号: 72, 期号: 1-3, 页码: 134-141
Authors:  Wang, Rui-Sheng;  Zhang, Shihua;  Wang, Yong;  Zhang, Xiang-Sun;  Chen, Luonan
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Complex networks  Biological networks  Community structure  Nonnegative matrix factorization  Similarity measure  
Uncovering fuzzy community structure in complex networks 期刊论文
PHYSICAL REVIEW E, 2007, 卷号: 76, 期号: 4, 页码: 7
Authors:  Zhang, Shihua;  Wang, Rui-Sheng;  Zhang, Xiang-Sun
Favorite  |  View/Download：100/0  |  Submit date：2018/07/30