CASIA OpenIR
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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  
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System 会议论文
ACM Digital Library, Vienna, Austria, September 16–20, 2015
Authors:  Qiang Song;  Jian Cheng;  Hanqing Lu
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Recommender systems+matrix factorization+sketching  
Partially Shared Latent Factor Learning With Multiview Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 6, 页码: 1233-1246
Authors:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhou, Zhi-Hua;  Lu, Hanqing
View  |  Adobe PDF(2872Kb)  |  Favorite  |  View/Download:234/115  |  Submit date:2015/09/17
Complementarity  Consistency  Latent Factor Learning  Multiview Learning  Nonnegative Matrix Factorization (Nmf)  Semisupervised Learning  
Semi-supervised Unified Latent Factor learning with multi-view data 期刊论文
MACHINE VISION AND APPLICATIONS, 2014, 卷号: 25, 期号: 7, 页码: 1635-1645
Authors:  Jiang, Yu;  Liu, Jing;  Li, Zechao;  Lu, Hanqing
View  |  Adobe PDF(1009Kb)  |  Favorite  |  View/Download:79/23  |  Submit date:2015/08/12
Multi-view Learning  Semi-supervised Learning  Unified Latent Factor Learning  Nonnegative Matrix Factorization  
Projective Matrix Factorization with unified embedding for social image tagging 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 页码: 71-78
Authors:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
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Projective Matrix Factorization  Unified Embedding  Structure Preserving  Social Tagging  
Sparse representation for robust abnormality detection in crowded scenes 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 5, 页码: 1791-1799
Authors:  Zhu, Xiaobin;  Liu, Jing;  Wang, Jinqiao;  Li, Changsheng;  Lu, Hanqing
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Nonnegative Matrix Factorization  Crowded Scene  Abnormality Detection  Sparse Coding  Earth Mover's Distance  Wavelet Emd  
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
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Algorithms  Human Factors  News Organization  Matrix Factorization  Geo-location  Image Enrichment  Geovisnews  
Correlation consistency constrained probabilistic matrix factorization for social tag refinement 期刊论文
NEUROCOMPUTING, 2013, 期号: 119, 页码: 3-9
Authors:  Liu, Jing;  Zhang, Yifan;  Li, Zechao;  Lu, Hanqing
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Matrix Factorization  Correlation Consistency  Tag Refinement  Social Image  
Structure preserving non-negative matrix factorization for dimensionality reduction 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2013, 卷号: 117, 期号: 9, 页码: 1175-1189
Authors:  Li, Zechao;  Liu, Jing;  Lu, Hanqing
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Dimensionality Reduction  Non-negative Matrix Factorization  Structure Preserving  Basis Compactness  Multiplicative Update Algorithm  
Nonlinear matrix factorization with unified embedding for social tag relevance learning 期刊论文
NEUROCOMPUTING, 2013, 卷号: 105, 页码: 38-44
Authors:  Li, Zechao;  Liu, Jing;  Lu, Hanqing
View  |  Adobe PDF(1064Kb)  |  Favorite  |  View/Download:79/13  |  Submit date:2015/08/12
Matrix Factorization  Unified Embedding  Tag Relevance  Social Image Retrieval