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ECG Biometrics via Enhanced Correlation and Semantic-rich Embedding 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 697-706
作者:  Kui-Kui Wang
Adobe PDF(1151Kb)  |  收藏  |  浏览/下载：68/28  |  提交时间：2023/09/25
Biometrics, matrix factorization, electrocardiogram (ECG), semantic information, enhanced correlation  
Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者:  Haonan Huang;  Guoxu Zhou;  Naiyao Liang;  Qibin Zhao;  Shengli Xie
Adobe PDF(3206Kb)  |  收藏  |  浏览/下载：99/36  |  提交时间：2023/09/22
Deep matrix factorization (DMF)  diversity  hypergraph regularization  multi-view data representation (MDR)  
Learning specific and conserved features of multi-layer networks 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:  Wu, Wenming;  Yang, Tao;  Ma, Xiaoke;  Zhang, Wensheng;  Li, He;  Huang, Jianbin;  Li, Yanni;  Cui, Jiangtao
收藏  |  浏览/下载：179/0  |  提交时间：2023/02/22
Multi-layer networks  Matrix factorization  Graph clustering  Joint learning  
Multiview clustering via nonnegative matrix factorization based on graph agreement 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2022, 卷号: 31, 期号: 4, 页码: 18
作者:  Zhang, Chengfeng;  Fu, Wenjun;  Wang, Guanglong;  Shi, Lei;  Meng, Xiangzhu
收藏  |  浏览/下载：98/0  |  提交时间：2022/11/14
multiview clustering  nonnegative matrix factorization  graph mechanism  
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者:  Chengcai Leng;  Hai Zhang;  Guorong Cai;  Zhen Chen;  Anup Basu
Adobe PDF(1933Kb)  |  收藏  |  浏览/下载：234/78  |  提交时间：2021/04/09
Data clustering  dimension reduction  image registration  non-negative matrix factorization (NMF)  total variation (TV)  
A new temporal and social PMF-based method to predict users' interests in micro-blogging 期刊论文
DECISION SUPPORT SYSTEMS, 2013, 卷号: 55, 期号: 3, 页码: 698-709
作者:  Bao, Hongyun;  Li, Qiudan;  Liao, Stephen Shaoyi;  Song, Shuangyong;  Gao, Heng
收藏  |  浏览/下载：76/0  |  提交时间：2020/10/27
Micro-blogging  User Interest Prediction  Temporal And Social Probabilistic Matrix Factorization Model  Interest Variation  
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
作者:  Shuai Nie;  Shan Liang;  Wenju Liu;  Xueliang Zhang;  Jianhua Tao
Adobe PDF(2922Kb)  |  收藏  |  浏览/下载：183/75  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:  Ren, Zelin;  Zhang, Wensheng;  Zhang, Zhizhong
Adobe PDF(2122Kb)  |  收藏  |  浏览/下载：302/43  |  提交时间：2020/07/06
data-driven fault detection  deep autoencoder  nonlinear industrial process  nonnegative matrix factorization (NMF)  
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
作者:  Ma, Xiaoke;  Dong, Di;  Wang, Quan
收藏  |  浏览/下载：212/0  |  提交时间：2019/07/12
Multi-layer networks  community structure  nonnegative matrix factorization  semi-supervised clustering  
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
作者:  Leng, Chengcai;  Cai, Guorong;  Yu, Dongdong;  Wang, Zongyue
收藏  |  浏览/下载：225/0  |  提交时间：2018/03/03
Adaptive Total Variation  Non-negative Matrix Factorization  Manifold Learning