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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:24/0  |  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:6/0  |  Submit date:2018/10/30
Correntropy-induced Metric (Cim)  Dimensionality Reduction  Locality Preserving (Lp)  Robust Nonnegative Patch Alignment (Rnpa)  Sparsity Preserving (Sp)  
Subspace Learning via Local Probability Distribution for Hyperspectral Image Classification Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Huiwu Luo;  Yuan Yan Tang;  Lina Yang
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Incorporating Local and Global Geometric Structure for Hyperspectral Image Classification Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, 5-8 Oct. 2014
Authors:  Huiwu Luo;  Yuan Yan Tang;  Lina Yang
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Learning orthogonal projections for Isomap Journal article
Neurocomputing, 2013,Volume: 103,Page: 149-154
Authors:  Zheng, Yali;  Fang, Bin;  Tang, Yuan Yan;  Zhang, Taiping;  Liu, Ruizong
Favorite  |  View/Download:9/0  |  Submit date:2018/11/06
Manifold Learning  Isomap  Orthogonal Projection  
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2013,Volume: 24,Issue: 2,Page: 288-300
Authors:  Bin Zou;  Luoqing Li;  Zongben Xu;  Tao Luo;  Yuan Yan Tang
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Fisher Linear Discriminant (Fld)  Generalization Performance  Markov Sampling  Uniformly Ergodic Markov Chain  
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:7/0  |  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:4/0  |  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:6/0  |  Submit date:2019/02/14
Curse-of-dimensionality  Dimensionality Reduction  Feature Extraction  Kernel Analysis  Local Discriminant Analysis