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Diverse feature extraction techniques in internet search query to forecast tourism demand: An in-depth comparison Journal article
Hu, Tao, Wang, Haiyan, Law, Rob, Geng, Juan. Diverse feature extraction techniques in internet search query to forecast tourism demand: An in-depth comparison[J]. Tourism Management Perspectives, 2023, 47, 101116.
Authors:  Hu, Tao;  Wang, Haiyan;  Law, Rob;  Geng, Juan
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:7.3/8.0 | Submit date：2023/07/20
Covd-19  Dimension Reduction  Feature Extraction Techniques  Search Query Data  Tourism Forecasting  
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data Journal article
Xie, Liping, Guo, Weili, Wei, Haikun, Tang, Yuanyan, Tao, Dacheng. Efficient Unsupervised Dimension Reduction for Streaming Multiview Data[J]. IEEE Transactions on Cybernetics, 2022, 52(3), 1772-1784.
Authors:  Xie, Liping;  Guo, Weili;  Wei, Haikun;  Tang, Yuanyan;  Tao, Dacheng
Favorite | TC[WOS]:13 TC[Scopus]:15  IF:9.4/10.3 | Submit date：2022/05/13
Online Learning  Structure Sparsity  Unsupervised Multiview Dimension Reduction (Umdr)  
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  
Partial Tubal Nuclear Norm Regularized Multi-view Learning Conference paper
Chen, Yongyong, Wang, Shuqin, Peng, Chong, Lu, Guangming, Zhou, Yicong. Partial Tubal Nuclear Norm Regularized Multi-view Learning[C], 2021, 1341-1349.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite | TC[WOS]:6 TC[Scopus]:6 | Submit date：2021/12/08
Clustering  Dimension Reduction  Low-rank Tensor  Multi-view Learning  
Discriminative Dimension Reduction via Maximin Separation Probability Analysis Journal article
Yang, Le, Song, Shiji, Li, Shuang, Chen, Yiming, Philip Chen, C. L.. Discriminative Dimension Reduction via Maximin Separation Probability Analysis[J]. IEEE Transactions on Cybernetics, 2021, 51(8), 4100-4111.
Authors:  Yang, Le;  Song, Shiji;  Li, Shuang;  Chen, Yiming;  Philip Chen, C. L.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:9.4/10.3 | Submit date：2021/12/08
Data Visualization  Discriminative Dimension Reduction (Dr)  Feature Extraction  Linear Discriminant Analysis (Lda)  Second-order Cone Programming (Socp)  
2D Quaternion Sparse Discriminant Analysis Journal article
Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, Yicong Zhou. 2D Quaternion Sparse Discriminant Analysis[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 2271-2286.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yuejiao Gong;  Yicong Zhou
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:10.8/12.1 | Submit date：2022/07/09
Linear Discriminant Analysis  2d-qsda  Dimension Reduction  Sparse Feature Extraction  Rgb Image  
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  
Multiview dimension reduction via Hessian multiset canonical correlations Journal article
Liu, Weifeng, Yang, Xinghao, Tao, Dapeng, Cheng, Jun, Tang, Yuanyan. Multiview dimension reduction via Hessian multiset canonical correlations[J]. Information fusion, 2018, 41, 119-128.
Authors:  Liu, Weifeng;  Yang, Xinghao;  Tao, Dapeng;  Cheng, Jun;  Tang, Yuanyan
Favorite | TC[WOS]:81 TC[Scopus]:90  IF:14.7/16.1 | Submit date：2018/10/30
Multiview  Dimension Reduction  Hessian  Canonical Correlation Analysis