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CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen;  Dong,Xiao
Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Collaboration  Collaborative representation learning (CRL)  Context modeling  Correlation  Data models  Electronic mail  global and local contexts  Learning systems  network embeddings  network representation learning (NRL)  Network topology  topic modeling.  
Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 9,Page: 6124-6132
Authors:  Wang,Wei;  Chen,Junyang;  Wang,Jinzhong;  Chen,Junxin;  Liu,Jinquan;  Gong,Zhiguo
Favorite | View/Download:71/0 | TC[WOS]:43 TC[Scopus]:13 | Submit date:2020/12/04
Location-based social network  point of interests (POIs)  social Internet of Things  trust  
Collaborative Filtering with Network Representation Learning for Citation Recommendation Journal article
IEEE Transactions on Big Data, 2020
Authors:  Wang,Wei;  Tang,Tao;  Xia,Feng;  Gong,Zhiguo;  Chen,Zhikui;  Liu,Huan
Favorite | View/Download:75/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2020/12/04
citation recommendation  collaborative filtering  Network Representation Learning  scholarly big data  
Joint deep convolutional feature representation for hyperspectral palmprint recognition Journal article
Information Sciences, 2019,Volume: 489,Page: 167-181
Authors:  Zhao S.;  Zhang B.;  Philip Chen C.L.
Favorite | View/Download:34/0 | TC[WOS]:13 TC[Scopus]:13 | Submit date:2019/04/04
CNN stack  Hyperspectral palmprint recognition  Joint convolutional feature  
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2019,Volume: 29,Issue: 5,Page: 1284-1295
Authors:  Liu,Licheng;  Li,Shutao;  Chen,C. L.Philip
Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
adaptively weights learning  face hallucination  locality regularization  noise robust coding  Relaxed collaborative representation  
Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 11
Authors:  Rushi Lan;  Yicong Zhou;  Zhenbing Liu;  Xiaonan Luo
Favorite | View/Download:22/0 | TC[WOS]:0 TC[Scopus]:29 | Submit date:2019/03/26
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
Huber collaborative representation for robust face identification Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Wang Y.-L.;  Zou C.-M.;  Tang Y.Y.;  Yang L.-N.
Favorite | View/Download:9/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Collaborative representation  Face recognition  M-estimation  
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier Journal article
INFORMATION SCIENCES, 2018,Volume: 467,Page: 477-488
Authors:  Shu, Ting;  Zhang, Bob;  Tang, Yuan Yan
Favorite | View/Download:21/0 | TC[WOS]:8 TC[Scopus]:10 | Submit date:2018/10/30
Diabetes Mellitus  Facial key block analysis  Probabilistic collaborative representation based classifier  Medical biometrics  Noninvasive computerized disease detection  
A collaborative-competitive representation based classifier model Journal article
NEUROCOMPUTING, 2018,Volume: 275,Page: 627-635
Authors:  Yuan, Haoliang;  Li, Xuecong;  Xu, Fangyuan;  Wang, Yifei;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | View/Download:30/0 | TC[WOS]:17 TC[Scopus]:16 | Submit date:2018/10/30
Classification  Collaborative Representation  Collaborative-competitive Representation  
Joint discriminative and collaborative representation for fatty liver disease diagnosis Journal article
EXPERT SYSTEMS WITH APPLICATIONS, 2017,Volume: 89,Page: 31-40
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite | View/Download:18/0 | TC[WOS]:13 TC[Scopus]:15 | Submit date:2018/10/30
Fatty liver  Multi-modal (task)  Tongue image  Facial image  Collaborative representation  Discriminative representation