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Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Broad And Deep Architecture  Broading Learning System  High-dimensional Data  Representation Learning  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Liu, Licheng;  Feng, Qiying;  Chen, C. L.P.;  Wang, Yaonan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Correntropy-induced metric (CIM)  Faces  fused LASSO penalty  Image reconstruction  Manifolds  Noise measurement  Noise robustness  smooth representation  sparse regression.  Superresolution  Training  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:21 TC[Scopus]:25 | Submit date:2021/03/09
Deep Learning  Discriminative Graph  Fuzzy C-means (Fcm)  Fuzzy Compactness And Separation (Fcs)  Pseudolabel  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Broad Learning System  Non-negative Matrix Factorization  Representation Learning  Robust Continuous Clustering  
Hyper-parameter Analysis of the Improved Deep Embedding Clustering Model Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Zhou,Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Auto-encoder  Deep Learning  high-dimension real-world clustering  student-t distribution