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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:11/0  |  Submit date:2018/10/30
Feature Selection  Density Preserving  Kernel Density Estimation  Dimensionality Reduction  Data Mining  
Robust Nonnegative Patch Alignment for Dimensionality Reduction Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 11,Page: 2760 - 2774
Authors:  Xinge You;  Weihua Ou;  Chun Lung Philip Chen;  Qiang Li;  Ziqi Zhu;  Yuanyan Tang
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
Correntropy-induced Metric (Cim)  Dimensionality Reduction  Locality Preserving (Lp)  Robust Nonnegative Patch Alignment (Rnpa)  Sparsity Preserving (Sp)  
Visual saliency estimation using support value transform Conference paper
Proceedings - International Conference on Image Processing, ICIP, Orlando, FL, 30 Sept.-3 Oct. 2012
Authors:  Weibin Yang;  Bin Fang;  Yuan Yan Tang;  Zhaowei Shang;  Hengjun Zhao
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Central Bias  Dimensionality Reduction  Human Fixation  Support Value Transform  Visual Saliency  
Document Clustering in Correlation Similarity Measure Space Journal article
IEEE Transactions on Knowledge and Data Engineering, 2012,Volume: 24,Issue: 6,Page: 1002 - 1013
Authors:  Taiping Zhang;  Yuan Yan Tang;  Bin Fang;  Yong Xiang
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Correlation Latent Semantic Indexing  Correlation Measure  Dimensionality Reduction  Document Clustering  
Nonparametric Feature Extraction via Direct Maximum Margin Alignment Conference paper
Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011, Honolulu, HI, 18-21 Dec. 2011
Authors:  Miao Cheng;  Yuan Yan Tang;  Chi-Man Pun
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Dimensionality Reduction  Direct Maximum Margin Alignment  Kernel-view  Nonparametric Feature Extraction  Subspace Selection  
Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space Journal article
Neurocomputing, 2011,Volume: 74,Issue: 9,Page: 1478-1484
Authors:  Miao Cheng;  Bin Fang;  Chi-Man Pun;  Yuan Yan Tang
Favorite  |  View/Download:3/0  |  Submit date:2019/02/14
Curse-of-dimensionality  Dimensionality Reduction  Feature Extraction  Kernel Analysis  Local Discriminant Analysis