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Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite | View/Download:32/0 | TC[WOS]:3 TC[Scopus]:8 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
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:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
Favorite | View/Download:11/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite | View/Download:20/0 | TC[WOS]:6 TC[Scopus]:11 | Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
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 | View/Download:28/0 | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment Analysis Conference paper
Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, 14-17 Nov. 2015
Authors:  Simon Fong;  Elisa Gao;  Raymond Wong
Favorite | View/Download:10/0 | TC[WOS]:2 TC[Scopus]:6 | Submit date:2019/02/13
Classification  Feature Selection  Swarm Search  
Sparse-based neural response for image classification Journal article
Neurocomputing, 2014,Volume: 144,Page: 198-207
Authors:  Hong Li;  Hongfeng Li;  Yantao Wei;  Yuanyan Tang;  Qiong Wang
Favorite | View/Download:10/0 | TC[WOS]:6 TC[Scopus]:8 | Submit date:2019/02/11
Image Classification  Maximum Pooling Operation  Neural Response  Robust  Sparse Coding  
Group sparse Multiview patch alignment framework with view consistency for image classification Journal article
IEEE Transactions on Image Processing, 2014,Volume: 23,Issue: 7,Page: 3126 - 3137
Authors:  Jie Gui;  Dacheng Tao;  Zhenan Sun;  Yong Luo;  Xinge You;  Yuan Yan Tang
Favorite | View/Download:11/0 | TC[WOS]:68 TC[Scopus]:76 | Submit date:2018/10/30
Group Sparse  Multiview Learning  Patch Alignment Framework  View Consistency  Joint Feature Extraction And Feature Selection  
Hierarchical feature extraction with local neural response for image recognition Journal article
IEEE Transactions on Cybernetics, 2013,Volume: 43,Issue: 2,Page: 412
Authors:  Li H.;  Wei Y.;  Li L.;  Chen C.L.P.
Favorite | View/Download:7/0 | TC[WOS]:30 TC[Scopus]:33 | Submit date:2018/10/30
Feature extraction  Hierarchical method  Image recognition  Local coding  Neural response (NR)