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Semi-supervised LDA Based Method for Similarity Distance Metric Learning 会议论文
Proceedings of the 4th International Conference on Information Science and Systems, ICISS 2021, Virtual, Online, United kingdom, 2021-03-17
作者:  Deng, Ren;  Chen, Yaxuan;  Han, Ruilin;  Xiao, Han;  Li, Xijie
Adobe PDF(966Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2021/09/03
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：179/1  |  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  
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1558–1569
作者:  Wang, Bin;  Yuan, Xiuying;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(3013Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
Projected clustering via robust orthogonal least square regression with optimal scaling 会议论文
2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings, Anchorage, AK, United states, 2017-05-14
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(367Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2017/12/28
Ranking Graph Embedding for Learning to Rerank 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 8, 页码: 1292-1303
作者:  Pang, Yanwei;  Ji, Zhong;  Jing, Peiguang;  Li, Xuelong
Adobe PDF(906Kb)  |  收藏  |  浏览/下载：214/1  |  提交时间：2015/06/03
Dimensionality Reduction  Graph Embedding  Image Search Reranking  Learning To Rank  
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 3, 页码: 675-685
作者:  Nie, Feiping;  Xu, Dong;  Li, Xuelong;  Xiang, Shiming;  F. Nie
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：377/10  |  提交时间：2011/01/11
Dimensionality Reduction  Label Propagation  Label Regression  Semisupervised Learning  Subspace Learning  
Subspace Learning 期刊论文
NEUROCOMPUTING, 2010, 卷号: 73, 期号: 10-12, 页码: 1539-1540
作者:  Li, Xuelong;  Tao, Dacheng
Adobe PDF(80Kb)  |  收藏  |  浏览/下载：407/10  |  提交时间：2011/01/11
Innovative  Subspace Learning