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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
Authors:  Ma, Xiaoke;  Dong, Di;  Wang, Quan
Favorite  |  View/Download:9/0  |  Submit date: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
Authors:  Ma, Xiaoke;  Dong, Di
View  |  Adobe PDF(1182Kb)  |  Favorite  |  View/Download:217/117  |  Submit date:2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
Domain-Sensitive Recommendation with User-Item Subgroup Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 4, 页码: 939-950
Authors:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhang, Xi;  Lu, Hanqing
View  |  Adobe PDF(927Kb)  |  Favorite  |  View/Download:178/55  |  Submit date:2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering