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Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite | View/Download:34/0 | TC[WOS]:14 TC[Scopus]:0 | Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 1,Page: 10-24
Authors:  Chen, C. L. Philip;  Liu, Zhulin
Favorite | View/Download:29/0 | TC[WOS]:139 TC[Scopus]:0 | Submit date:2018/10/30
Big data  big data modeling  broad learning system (BLS)  deep learning  incremental learning  random vector functional-link neural networks (RVFLNN)  single layer feedforward neural networks (SLFN)  singular value decomposition (SVD)  
A novel learning algorithm in hardy space for Dirichlet problems Conference paper
2016 IEEE International Conference on System Science and Engineering, ICSSE 2016, Puli, Taiwan, 7 7, 2016 - 7 9, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite | View/Download:18/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
Multi-Attribute Based Fuzzy C-means in Approximated Feature Space Conference paper
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  Chen, Long;  Zhoto, Jin;  IEEE
Favorite | View/Download:6/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy C-means  Random Features  Random Fourier Features maps  Quasi-Monte Carlo Feature maps  Weighted Multi-kernel Fuzzy C-means  Maximum Entropy Method for weighted data  
Broad Learning System: Feature extraction based on K-means clustering algorithm Conference paper
Authors:  Liu, Zhulin;  Zhou, Jin;  Chen, C. L. Philip;  IEEE
Favorite | View/Download:11/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2018/10/30
Single layer feedforward neural networks  SVD  random vector functional link networks  broad learning system  incremental learning  deep learning  K-means  feature representation  
Broad Learning System: a new learning paradigm and system without going deep Conference paper
Authors:  Chen, C. L. Philip;  Liu, Zhulin;  IEEE
Favorite | View/Download:14/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30
Single layer feedforward neural networks  random vector functional link networks  broad learning system  deep learning  
Broad Learning System: structural extensions on single-layer and multi-layer neural networks Conference paper
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  IEEE
Favorite | View/Download:10/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30
Single layer feedforward neural networks  random vector functional link networks  broad learning system  incremental learning  extremal learning machine  radial basis function networks  hierarchical extremal learning machine  
Approximation learning methods of harmonic mappings in relation to Hardy spaces Conference paper
2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2016, Jinzhou, Liaoning, China, 8 26, 2016 - 8 29, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite | View/Download:5/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06