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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 |  | 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 |  | TC[WOS]:56 TC[Scopus]:16 | Submit date:2020/12/04
Location-based social network  point of interests (POIs)  social Internet of Things  trust  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 20617-20638
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Augmentation  Image classification  Regularization  Sparse representation  
Deep discriminative representation for generic palmprint recognition Journal article
Pattern Recognition, 2020,Volume: 98
Authors:  Zhao,Shuping;  Zhang,Bob
Favorite |  | TC[WOS]:7 TC[Scopus]:12 | Submit date:2021/03/11
DDF-CRC  Deep discriminative feature  Deep discriminative networks  Generic palmprint recognition  
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 |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2020/12/04
citation recommendation  collaborative filtering  Network Representation Learning  scholarly big data  
Robust collaborative representation-based classification via regularization of truncated total least squares Journal article
Neural Computing and Applications, 2019,Volume: 31,Issue: 10,Page: 5689-5697
Authors:  Zeng,Shaoning;  Zhang,Bob;  Lan,Yuandong;  Gou,Jianping
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2021/03/11
Collaborative representation  Face recognition  Regularization  Truncated total least squares  
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 |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2019/04/04
CNN stack  Hyperspectral palmprint recognition  Joint convolutional feature  
Collaborative representation using non-negative samples for image classification Journal article
Sensors (Switzerland), 2019,Volume: 19,Issue: 11
Authors:  Zhou,Jianhang;  Zhang,Bob
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
Collaborative representation-based classification  Image classification  Non-negative samples  
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 |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2021/03/09
adaptively weights learning  face hallucination  locality regularization  noise robust coding  Relaxed collaborative representation  
A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines Conference paper
Proceedings of SPIE - The International Society for Optical Engineering
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Classifier fusion  Collaborative representation  Object recognition  Sparse representation