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Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Tang, Yuan Yan;  Qian, Jiye
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Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
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
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Feature Selection  Density Preserving  Kernel Density Estimation  Dimensionality Reduction  Data Mining  
Learning the Distribution Preserving Semantic Subspace for Clustering Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 12,Page: 5950-5965
Authors:  Tian, Jinyu;  Zhang, Taiping;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
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Clustering  Distribution Preserving Indexing  Semantic Representation  Local Manifold Structure  
Using Graph-Based Ensemble Learning to Classify Imbalanced Data Conference paper
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Wang, Yulong;  Tang, Yuan Yan;  IEEE
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Imbalanced data  Ensemble learning  Consensus maximization  
Learning Proximity Relations for Feature Selection Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 5,Page: 1231-1244
Authors:  Taiping Zhang;  Pengfei Ren;  Yao Ge;  Yali Zheng;  Yuan Yan Tang;  C.L. Philip Chen
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Classification  Feature Evaluation  Feature Selection  Gene Selection  Microarray Analysis  
An approximate closed-form solution to correlation similarity discriminant analysis Journal article
Neurocomputing, 2014,Volume: 135,Page: 284-298
Authors:  Taiping Zhang;  Yuan Yan Tang;  C.L. Philip Chen;  Zhaowei Shang;  Bin Fang
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Correlation  Feature Extraction  Linear Discriminant Analysis  Similarity Discriminant Analysis  Similarity Measure  
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
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Manifold Learning  Isomap  Orthogonal Projection  
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
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Correlation Latent Semantic Indexing  Correlation Measure  Dimensionality Reduction  Document Clustering  
Orthogonal isometric projection Conference paper
Proceedings - International Conference on Pattern Recognition, Tsukuba, Japan, 11 11, 2012 - 11 15, 2012
Authors:  Zheng, Yali;  Tang, Yuan Yan;  Fang, Bin;  Zhang, Taiping
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