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Sequential three-branch decision method based on Bayesian principle 会议论文
Proceedings of the 33rd Chinese Control and Decision Conference, CCDC 2021, Kunming, China, 2021-05-22
作者:  Zeng, Ke;  Ran, Junfeng
Adobe PDF(3252Kb)  |  收藏  |  浏览/下载：74/1  |  提交时间：2022/03/18
Bayesian principle  Three-branch decision method  Lowest total cost  
Supervised Dimensionality Reduction Methods via Recursive Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:  Liu, Yun;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Ding, Chris
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：192/1  |  提交时间：2020/10/23
Dimensionality reduction  Linear discriminant analysis  Eigenvalues and eigenfunctions  Learning systems  Computer science  Optical imaging  Optics  Optimal scaling (OS)  orthogonal least squares regression (OLSR)  orthogonal linear discriminant analysis (OLDA)  recursive regression  supervised dimensionality reduction  
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:  Lu, Yuwu;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Yuan, Chun;  Zhang, David
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：234/0  |  提交时间：2019/04/12
2-D neighborhood preserving projection (2DNPP)  image representation  low-rank  robust feature extraction  
Fast and Flexible Large Graph Embedding Based on Anchors 期刊论文
IEEE Journal on Selected Topics in Signal Processing, 2018, 卷号: 12, 期号: 6, 页码: 1465-1475
作者:  Yu, Weizhong;  Nie, Feiping;  Wang, Fei;  Wang, Rong;  Li, Xuelong
Adobe PDF(1467Kb)  |  收藏  |  浏览/下载：172/0  |  提交时间：2019/03/04
Auto-weighted 2-dimensional maximum margin criterion 期刊论文
Pattern Recognition, 2018, 卷号: 83, 页码: 220-229
作者:  Zhang, Han;  Nie, Feiping;  Zhang, Rui;  Li, Xuelong;  Nie, Feiping (feipingnie@gmail.com)
Adobe PDF(1814Kb)  |  收藏  |  浏览/下载：230/1  |  提交时间：2018/06/25
Efficient kNN Classification With Different Numbers of Nearest Neighbors 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1774-1785
作者:  Zhang, Shichao;  Li, Xuelong;  Zong, Ming;  Zhu, Xiaofeng;  Wang, Ruili;  Zhu, XF (reprint author), Guangxi Normal Univ, Coll Comp Sci & Informat Technol, Guangxi Key Lab MIMS, Guilin 541004, Peoples R China.
Adobe PDF(2775Kb)  |  收藏  |  浏览/下载：686/1  |  提交时间：2018/05/14
Decision Tree  k Nearest Neighbor (Knn) Classification  Sparse Coding  
PCA与2DPCA的关系 期刊论文
计算机科学, 2017, 期号: S2, 页码: 202-206+216
作者:  Yan RH(闫荣华);  Peng JY(彭进业);  Wen DS(汶德胜)
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：221/2  |  提交时间：2017/12/31
Regularized Class-Specific Subspace Classifier 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2738-2747
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Nie, Feiping (feipingnie@gmail.com)
Adobe PDF(1761Kb)  |  收藏  |  浏览/下载：389/1  |  提交时间：2016/10/09
Class-specific Subspace  Quadratic Ratio Problem  Reconstruction Problem  Regularization Term  Translation  
Nuclear Norm-Based 2DLPP for Image Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 11, 页码: 2391-2403
作者:  Lu, Yuwu;  Yuan, Chun;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Zhang, David
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2017/12/25
Image Classification  Preserving Projections  Robust  Two-dimensional  
Orthogonal self-guided similarity preserving projection for classification and clustering 期刊论文
NEURAL NETWORKS, 2017, 卷号: 88, 页码: 1-8
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Teng, Shaohua;  Fei, Lunke;  Xu, Y (reprint author), Harbin Inst Technol, Shenzhen Grad Sch, Biocomp Res Ctr, Shenzhen 518055, Guangdong, Peoples R China.
Adobe PDF(813Kb)  |  收藏  |  浏览/下载：159/0  |  提交时间：2017/05/26
Dimensionality Reduction  Intrinsic Structure  Subspace Clustering  Feature Representation