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MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Qiang Liu;  Wen Zhong;  Liang Wang
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Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
Authors:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
View  |  Adobe PDF(2995Kb)  |  Favorite  |  View/Download:176/77  |  Submit date:2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:63/1  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
Cloud-Based Multimedia Services for healthcare and other related applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 卷号: 66, 期号: 1, 页码: 27-29
Authors:  Hossain, M. Shamim;  Xu, Changsheng;  Artoli, A. M.;  Murshed, Manzur;  Goebel, Stefan
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Non  
Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
Authors:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
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Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
Authors:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
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Personalized Ranking  Adaptive Sampling  Pairwise Learning  
Modeling the Heterogeneous Duration of User Interest in Time-dependent Recommendation: A Hidden Semi-Markov Approach 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN AND CYBERNETICS: SYSTEMS, 2016, 期号: 99, 页码: 1-18
Authors:  Zhang, Haidong;  Ni, Wancheng;  Li, Xin;  Yang, Yiping
View  |  Adobe PDF(2703Kb)  |  Favorite  |  View/Download:184/74  |  Submit date:2017/01/19
Time-dependent Recommendation  Collaborative Filtering  Hidden Semi-markov Model  Recommender System  
A Unified Video Recommendation by Cross-Network User Modeling 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 1-24
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
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Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
Authors:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
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Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
A framework for diversifying recommendation lists by user interest expansion 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 105, 期号: 1, 页码: 83-95
Authors:  Zhang, Zhu;  Zheng, Xiaolong;  Zeng, Daniel Dajun
View  |  Adobe PDF(4205Kb)  |  Favorite  |  View/Download:80/7  |  Submit date:2016/10/20
Recommender Systems  Collaborative Filtering  Diversity  Interest Expansion  Social Tagging System