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Learning specific and conserved features of multi-layer networks 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:  Wu, Wenming;  Yang, Tao;  Ma, Xiaoke;  Zhang, Wensheng;  Li, He;  Huang, Jianbin;  Li, Yanni;  Cui, Jiangtao
收藏  |  浏览/下载：186/0  |  提交时间：2023/02/22
Multi-layer networks  Matrix factorization  Graph clustering  Joint learning  
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:  Wu, Wenming;  Zhang, Wensheng;  Ma, Xiaoke
收藏  |  浏览/下载：157/0  |  提交时间：2022/07/25
single-cell multi-omics data  integrative analysis  adaptive graph learning  cell type  
Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 2, 页码: 273-286
作者:  Ma, Xiaoke;  Dong, Di;  Wang, Quan
收藏  |  浏览/下载：228/0  |  提交时间：2019/07/12
Multi-layer networks  community structure  nonnegative matrix factorization  semi-supervised clustering  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
作者:  Ma, Xiaoke;  Dong, Di
Adobe PDF(1182Kb)  |  收藏  |  浏览/下载：522/240  |  提交时间：2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering