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Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification Journal article
Yu, Zhiwen, Zhang, Yidong, You, Jane, Chen, C. L.Philip, Wong, Hau San, Han, Guoqiang, Zhang, Jun. Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification[J]. IEEE Transactions on Cybernetics, 2019, 49(2), 366-379.
Authors:  Yu, Zhiwen;  Zhang, Yidong;  You, Jane;  Chen, C. L.Philip;  Wong, Hau San; et al.
Favorite | TC[WOS]:51 TC[Scopus]:61  IF:9.4/10.3 | Submit date：2022/04/15
Classification  Ensemble Learning  Feature Selection  High Dimensional Data  Optimization  Semi-supervised Learning  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Aijun Yang, Xuejun Jiang, Lianjie Shu, Pengfei Liu. Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification[J]. Communications in Statistics - Theory and Methods, 2019, 48(1), 165-176.
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.6/0.8 | Submit date：2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis Journal article
Aijun Yang, Xuejun Jiang, Lianjie Shu, Jinguan Lin. Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis[J]. COMPUTATIONAL STATISTICS, 2017, 32(1), 127-143.
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Jinguan Lin
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:1.0/1.3 | Submit date：2018/10/30
Bayesian Variable Selection  Sparse Prior  Correlation Prior  Probit Model  High-dimensional Data Classification  
Hyperspectral image classification using distance metric based 1-dimensional manifold embedding Conference paper
HUI-WU LUO, YU-LONG WANG, YUAN YAN TANG, CHUN-LI LI, JIAN-ZHONG WANG. Hyperspectral image classification using distance metric based 1-dimensional manifold embedding[C]:IEEE, 2016, 247-251.
Authors:  HUI-WU LUO;  YU-LONG WANG;  YUAN YAN TANG;  CHUN-LI LI;  JIAN-ZHONG WANG
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/02/11
Classification  Feature Extraction  High Dimensional Data Analysis  Manifold Learning  Remote Sensing  
Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding Journal article
Huiwu Luo, Yuan Yan Tang, Yulong Wang, Jianzhong Wang, Lina Yang, Chunli Li, Tingbo Hu. Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(9), 5319-5340.
Authors:  Huiwu Luo;  Yuan Yan Tang;  Yulong Wang;  Jianzhong Wang;  Lina Yang; et al.
Favorite | TC[WOS]:20 TC[Scopus]:22 | Submit date：2019/02/11
1-d Embedding  High-dimensional Data Processing  Hyperspectral Image (Hsi) Classification  Manifold Learning (Ml)  Smooth Interpolation  Smooth Ordering  Spatial Context  Spectral-spatial Metric