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STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 4, 页码: 30
Authors:  Fang, Quan;  Xu, Changsheng;  Hossain, M. Shamim;  Muhammad, G.
View  |  Adobe PDF(1480Kb)  |  Favorite  |  View/Download:145/56  |  Submit date:2016/10/20
Algorithms  Experimentation  Performance  Location Recommendation  Topic Model  Matrix Factorization  
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data 会议论文
Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
View  |  Adobe PDF(653Kb)  |  Favorite  |  View/Download:105/31  |  Submit date:2016/07/14
Multi-type Relational Data Clustering  Collective Nonnegative Matrix Factorization  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 19, 2015 - May 22, 2015
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
View  |  Adobe PDF(236Kb)  |  Favorite  |  View/Download:92/14  |  Submit date:2016/07/14
Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization  
Enhancing News Organization for Convenient Retrieval and Browsing 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2013, 卷号: 10, 期号: 1, 页码: 1-20
Authors:  Li, Zechao;  Liu, Jing;  Wang, Meng;  Xu, Changsheng;  Lu, Hanqing
View  |  Adobe PDF(12402Kb)  |  Favorite  |  View/Download:98/12  |  Submit date:2015/08/12
Algorithms  Human Factors  News Organization  Matrix Factorization  Geo-location  Image Enrichment  Geovisnews