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Distribution preserving learning for unsupervised feature selection Journal article
Neurocomputing, 2018,Volume: 289,Page: 231-240
Authors:  Ting Xie;  Pengfei Ren;  Taiping Zhang;  Yuan Yan Tang
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
Feature Selection  Density Preserving  Kernel Density Estimation  Dimensionality Reduction  Data Mining  
Constrained Manifold Learning for Hyperspectral Imagery Visualization Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 4,Page: 1213-1226
Authors:  Danping Liao;  Yuntao Qian;  Yuan Yan Tang
Favorite  |  View/Download:44/0  |  Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
Authors:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
Favorite  |  View/Download:12/0  |  Submit date:2019/02/13
Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Robust image hashing using progressive feature selection for tampering detection Journal article
MULTIMEDIA TOOLS AND APPLICATIONS, 2017,Volume: 77,Issue: 10,Page: 11609-11633
Authors:  Pun, Chi-Man;  Yan, Cai-Ping;  Yuan, Xiao-Chen
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Robust Image Hashing  Progressive Feature Point Selection  Tampering Detection  Image Authentication  Horizontal Location-context Hashing (Hlch)  Vertical Location-context Hashing (Vlch)  
Lightweight feature selection methods based on standardized measure of dispersion for mining big data Conference paper
2016 IEEE International Conference on Computer and Information Technology (CIT), Nadi, Fiji, 8-10 Dec. 2016
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-Whar Si
Favorite  |  View/Download:7/0  |  Submit date:2019/02/13
Big Data  Classification  Feature Selection  
A Hybrid of Local and Global Saliencies for Detecting Image Salient Region and Appearance Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017,Volume: 47,Issue: 1,Page: 86-97
Authors:  Peng, Qinmu;  Cheung, Yiu-ming;  You, Xinge;  Tang, Yuan Yan
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Gradient Minimization  Multiple Salient Edges  Saliency Detection  Visual Attention  
Using K-NN with weights to detect diabetes mellitus based on genetic algorithm feature selection Conference paper
Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, Jeju, 10-13 July 2016
Authors:  TING SHU;  BOB ZHANG;  Y. Y. TANG
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Diabetes Mellitus  Feature Selection  Genetic Algorithm  Gray-scale Histogram Features  K-nn With Weights  
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
Authors:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Breast cancer  Classification  Colorectal cancer  Feature selection  Gene expression analysis  Gene network  Gene set  Lung cancer