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Multimedia News Summarization in Search 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
Authors:  Li, Zechao;  Tang, Jinhui;  Wang, Xueming;  Liu, Jing;  Lu, Hanqing
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Design  Algorithms  Performance  Human Factors  News Summarization  Topic Structure  Multimodal  Hierarchical Latent Dirichlet Allocation  Maximum Spanning Tree  
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
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Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
Object Co-segmentation via Salient and Common Regions Discovery 期刊论文
Neurocomputing, 2016, 期号: 172, 页码: 225-234
Authors:  Li, Yong;  Liu, Jing;  Li, Zechao;  Lu, Hanqing;  Ma, Songde
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Object Co-segmentation  Low Rank Matrix Recovery  Discriminative Learning  
Robust Structured Subspace Learning for Data Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 10, 页码: 2085-2098
Authors:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
View  |  Adobe PDF(525Kb)  |  Favorite  |  View/Download:332/167  |  Submit date:2015/10/13
Data Representation  Latent Subspace  Image Understanding  Feature Learning  Structure Preserving  
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:183/90  |  Submit date:2015/09/17
Complementarity  Consistency  Latent Factor Learning  Multiview Learning  Nonnegative Matrix Factorization (Nmf)  Semisupervised Learning  
Face clustering in videos with proportion prior 会议论文
, Buenos Aires, Argentina, 2015.7.25-7.31
Authors:  Tang, Zhiqiang;  Zhang, Yifan;  Li, Zechao;  Lu, Hanqing
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Boosted MIML method for weakly-supervised image semantic segmentation 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 卷号: 74, 期号: 2, 页码: 543-559
Authors:  Liu, Yang;  Li, Zechao;  Liu, Jing;  Lu, Hanqing
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Miml  Weakly-supervised  Semantic Segmentation  Objectness  
Sparse semantic metric learning for image retrieval 期刊论文
MULTIMEDIA SYSTEMS, 2014, 卷号: 20, 期号: 6, 页码: 635-643
Authors:  Liu, Jing;  Li, Zechao;  Lu, Hanqing
View  |  Adobe PDF(1060Kb)  |  Favorite  |  View/Download:57/6  |  Submit date:2015/08/12
Sparse Metric  Semantic Distance Metric  Social Image  Image Retrieval  
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
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Multi-view Learning  Semi-supervised Learning  Unified Latent Factor Learning  Nonnegative Matrix Factorization  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
Authors:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
View  |  Adobe PDF(2323Kb)  |  Favorite  |  View/Download:198/122  |  Submit date:2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity