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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  
Deep Learning Based Speech Separation via NMF-Style Reconstructions 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
Authors:  Nie, Shuai;  Liang, Shan;  Liu, Wenju;  Zhang, Xueliang;  Tao, Jianhua
Favorite  |  View/Download:47/0  |  Submit date:2018/10/10
Speech Separation  Deep Neural Network (Dnn)  Nonnegative Matrix Factorization (Nmf)  Spectro-temporal Structures  
Adaptive total-variation for non-negative matrix factorization on manifold 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 98, 页码: 68-74
Authors:  Leng, Chengcai;  Cai, Guorong;  Yu, Dongdong;  Wang, Zongyue
Favorite  |  View/Download:57/0  |  Submit date:2018/03/03
Adaptive Total Variation  Non-negative Matrix Factorization  Manifold Learning  
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:220/119  |  Submit date:2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
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  
Learning A Superpixel-Driven Speed Function for Level Set Tracking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 7, 页码: 1498-1510
Authors:  Zhou, Xue;  Li, Xi;  Hu, Weiming
View  |  Adobe PDF(2788Kb)  |  Favorite  |  View/Download:96/23  |  Submit date:2016/10/20
Level Set Tracking  Metric Learning  Non-negative Matrix Factorization (Nf)  Speed Function  Superpixel (Sp)-driven  
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:179/56  |  Submit date:2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
Robust Hyperspectral Unmixing With Correntropy-Based Metric 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
Authors:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
View  |  Adobe PDF(4371Kb)  |  Favorite  |  View/Download:126/16  |  Submit date:2015/09/23
Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric  
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  
Matrix Factorization-Based Prediction of Novel Drug Indications by Integrating Genomic Space 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2015, 卷号: 2015, 期号: 2015, 页码: 275045
Authors:  Dai, Wen;  Liu, Xi;  Gao, Yibo;  Chen, Lin;  Song, Jianglong;  Chen, Di;  Gao, Kuo;  Jiang, Yongshi;  Yang, Yiping;  Chen, Jianxin;  Lu, Peng
View  |  Adobe PDF(1467Kb)  |  Favorite  |  View/Download:133/14  |  Submit date:2015/09/17
Matrix Factorization  Drug Indication  Genomic Space