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Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3254-3269
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:13 TC[Scopus]:11 | Submit date:2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration  
Fuzzy Clustering in Cascaded Feature Space Journal article
International Journal of Fuzzy Systems, 2019,Volume: 21,Issue: 7,Page: 2155-2167
Authors:  Zhao,Yin Ping;  Chen,Long;  Chen,C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Cascaded feature  Fuzzy clustering  Kernel  Random feature  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:7 TC[Scopus]:13 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
Co-expression network analysis of lncrnas and mrnas in rat liver tissue reveals the complex interactions in response to pathogenic cytotoxicity Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 11,Page: 2296-2307
Authors:  Leng D.;  Huang C.;  Lei K.C.;  Sun S.;  Sun B.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/03
Cytotoxicity  Interaction Network  Liver Disease  Lncrnas  
Serially coupled reversed phase-hydrophilic interaction liquid chromatography-tailored multiple reaction monitoring, a fit-for-purpose tool for large-scale targeted metabolomics of medicinal bile Journal article
ANALYTICA CHIMICA ACTA, 2018,Volume: 1037,Page: 119-129
Authors:  Song, Qingqing;  Liu, Wenjing;  Chen, Xiaojia;  Li, Jun;  Li, Peng;  Yang, Fengqing;  Wang, Yitao;  Song, Yuelin;  Tu, Pengfei
Adobe PDF | Favorite |  | TC[WOS]:25 TC[Scopus]:25 | Submit date:2018/10/30
Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
A novel regularized nonnegative matrix factorization for spectral-spatial dimension reduction of hyperspectral imagery Journal article
IEEE Access, 2018,Volume: 6,Page: 77953-77964
Authors:  Yan W.;  Zhang B.;  Yang Z.
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date:2019/04/04
Feature Extraction  Hyperspectral Images  Pattern Recognition  
Sparse structural feature selection for multitarget regression Journal article
KNOWLEDGE-BASED SYSTEMS, 2018,Volume: 160,Page: 200-209
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
Medical data mining in sentiment analysis based on optimized swarm search feature selection Journal article
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2018,Volume: 41,Issue: 4,Page: 1087-1100
Authors:  Daohui Zeng;  Jidong Peng;  Simon Fong;  Yining Qiu;  Raymond Wong
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2019/01/17
Medical Text Mining  Optimized Swarm Search-based Feature Selection  Sentiment Prediction  Clustering-by-coefficient-of-variation  
Efficient extreme learning machine via very sparse random projection Journal article
SOFT COMPUTING, 2018,Volume: 22,Issue: 11,Page: 3563-3574
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer