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Jointly Evolving and Compressing Fuzzy System for Feature Reduction and Classification Journal article
Huang, H., Rong, H.J., Yang, Z.X., Vong, C. M.. Jointly Evolving and Compressing Fuzzy System for Feature Reduction and Classification[J]. Information Sciences (SCI-E), 2021, 218-230.
Authors:  Huang, H.;  Rong, H.J.;  Yang, Z.X.;  Vong, C. M.
Favorite |   IF:0/0 | Submit date：2022/08/09
AnYa evolving fuzzy system (AnYa-EFS)  Dimension reduction  Very sparse random projection (VSRP)  Random sparse-Bernoulli (RSB) matrix  
Jointly evolving and compressing fuzzy system for feature reduction and classification Journal article
Huang, Hui, Rong, Hai Jun, Yang, Zhao Xu, Vong, Chi Man. Jointly evolving and compressing fuzzy system for feature reduction and classification[J]. Information Sciences, 2021, 579, 218-230.
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite | TC[WOS]:12 TC[Scopus]:12  IF:0/0 | Submit date：2021/12/08
Anya Evolving Fuzzy System (Anya-efs)  Dimension Reduction  Very Sparse Random Projection (Vsrp)  Random Sparse-bernoulli (Rsb) Matrix  
An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder Conference paper
Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen. An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder[C]:IEEE, 2019, 3817-3821.
Authors:  Tianlei Wang;  Xiaoping Lai;  Jiuwen Cao;  Chi-Man Vong;  Badong Chen
Favorite | TC[WOS]:11 TC[Scopus]:14 | Submit date：2021/03/11
Autoencoder  Extreme Learning Machine  Multilayer Perceptron  Random Sparse Matrix  
Efficient Extreme Learning Machine via Very Sparse Random Projection Journal article
Chen, C. Q., Vong, C. M., Wong, C. M., Wang, W. R., Wong, P. K.. Efficient Extreme Learning Machine via Very Sparse Random Projection[J]. Soft Computing (SCI-E), 2018, 3563-3574.
Authors:  Chen, C. Q.;  Vong, C. M.;  Wong, C. M.;  Wang, W. R.;  Wong, P. K.
Favorite |  | Submit date：2022/08/09
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
Efficient extreme learning machine via very sparse random projection Journal article
Chen, Chuangquan, Vong, Chi-Man, Wong, Chi-Man, Wang, Weiru, Wong, Pak Kin. Efficient extreme learning machine via very sparse random projection[J]. SOFT COMPUTING, 2018, 22(11), 3563-3574.
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak Kin
Favorite | TC[WOS]:17 TC[Scopus]:23  IF:3.1/3.2 | Submit date：2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer