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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  
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:178/55  |  Submit date:2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
EXPLOITING SPECTRO-TEMPORAL STRUCTURES USING NMF FOR DNN-BASED SUPERVISED SPEECH SEPARATION 会议论文
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shang Hai, China, 2016
Authors:  Shuai, Nie;  Shan, Liang;  Hao, Li;  XueLiang, Zhang;  ZhanLei, Yang;  WenJu, Liu;  LiKe, Dong
View  |  Adobe PDF(408Kb)  |  Favorite  |  View/Download:164/41  |  Submit date:2016/04/12
Speech Separation  Deep Neural Network  Nonnegative Matrix Factorization  Spectro-temporal Structures  
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:125/15  |  Submit date:2015/09/23
Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric  
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
View  |  Adobe PDF(77219Kb)  |  Favorite  |  View/Download:89/8  |  Submit date:2016/06/20
Recommender systems+matrix factorization+sketching  
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  
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  
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