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Learning with Euler Collaborative Representation for Robust Pattern Analysis Journal article
Zhou, Jianhang, Wang, Guancheng, Zeng, Shaoning, Zhang, Bob. Learning with Euler Collaborative Representation for Robust Pattern Analysis[J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(6).
Authors:  Zhou, Jianhang;  Wang, Guancheng;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/8.5 | Submit date：2024/01/10
Euler Space  Collaborative Representation  Pattern Analysis  Robustness  
Collaborative representation induced broad learning model for classification Journal article
Zhang,Qi, Zhou,Jianhang, Xu,Yong, Zhang,Bob. Collaborative representation induced broad learning model for classification[J]. Applied Intelligence, 2023, 53(20), 23442–23456.
Authors:  Zhang,Qi;  Zhou,Jianhang;  Xu,Yong;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2023/08/03
Broad Learning  Classification  Collaborative Representation  Neural Network  Pattern Recognition  
Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries Journal article
Xu, Renjie, Xing, Lei, Liu, Baodi, Tao, Dapeng, Cao, Weijia, Liu, Weifeng. Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries[J]. Pattern Recognition, 2023, 144, 109811.
Authors:  Xu, Renjie;  Xing, Lei;  Liu, Baodi;  Tao, Dapeng;  Cao, Weijia; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2023/09/21
Collaborative Representation  Cross-domain  Dictionary Learning  Few-shot Learning  
Probabilistic quaternion collaborative representation and its application to robust color face identification Journal article
Zou,Cuiming, Kou,Kit Ian, Tang,Yuan Yan. Probabilistic quaternion collaborative representation and its application to robust color face identification[J]. Signal Processing, 2023, 210, 109097.
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Tang,Yuan Yan
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.8 | Submit date：2023/08/03
Collaborative Representation  Half-quadratic Theory  Quaternion Huber Estimator  Quaternion Representation  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8), 3675-3777.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2021/03/09
Collaborative Representation Learning (Crl)  Global And Local Contexts  Network Embeddings  Network Representation Learning (Nrl)  Topic Modeling  
Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
Wang, Yulong, Tan, Yap Peng, Tang, Yuan Yan, Chen, Hong, Zou, Cuiming, Li, Luoqing. Generalized and Discriminative Collaborative Representation for Multiclass Classification[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 2675-2686.
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming; et al.
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:9.4/10.3 | Submit date：2022/08/02
Classification  Collaborative Representation  Regularization  Subspace  
Information Fusion: Machine Learning Methods Book
Li, Jinxing, Zhang, Bob, Zhang, David. Information Fusion: Machine Learning Methods[M]. Singapore:Springer Nature, 2022, 1-260.
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite | TC[Scopus]:2 | Submit date：2023/08/25
Classifier Fusion  Collaborative Representation  Data Fusion  Deep Learning  Information Fusion  Kernel  Metric Learning  Multi-feature Data  Multi-modal Data  Multi-view Data  Multi-view Learning  Sparse Representation  Weight Fusion  
Multi-local Collaborative AutoEncoder Journal article
Chu, Jielei, Wang, Hongjun, Liu, Jing, Gong, Zhiguo, Li, Tianrui. Multi-local Collaborative AutoEncoder[J]. Knowledge-Based Systems, 2021, 239, 107844.
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:3 TC[Scopus]:8  IF:7.2/7.4 | Submit date：2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Collaborative Filtering with Network Representation Learning for Citation Recommendation Journal article
Wei Wang, Tao Tang, Feng Xia, Zhiguo Gong, Zhikui Chen, Huan Liu. Collaborative Filtering with Network Representation Learning for Citation Recommendation[J]. IEEE Transactions on Big Data, 2020, 8(5), 1233-1246.
Authors:  Wei Wang;  Tao Tang;  Feng Xia;  Zhiguo Gong;  Zhikui Chen; et al.
Favorite | TC[WOS]:39 TC[Scopus]:28  IF:7.5/5.8 | Submit date：2020/12/04
Citation Recommendation  Collaborative Filtering  Network Representation Learning  Scholarly Big Data  
Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition Journal article
Lan, R. S., Zhou, Y. C., Liu, Z. B., Luo, X. N.. Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition[J]. IEEE Transactions on Cybernetics, 2020, 1498-1508.
Authors:  Lan, R. S.;  Zhou, Y. C.;  Liu, Z. B.;  Luo, X. N.
Favorite | TC[WOS]:68 TC[Scopus]:76  IF:9.4/10.3 | Submit date：2022/07/09
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition