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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：169/0  |  提交时间：2019/03/04
Spectral clustering based on iterative optimization for large-scale and high-dimensional data 期刊论文
Neurocomputing, 2018, 卷号: 318, 页码: 227-235
作者:  Zhao, Yang;  Yuan, Yuan;  Nie, Feiping;  Wang, Qi
Adobe PDF(1282Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2018/10/17
Manifold Learning  Spectral Clustering  Multi-task Learning  
Iterative Filtering and Structural Features for Hyperspectral Image Classification with Limited Samples 期刊论文
CANADIAN JOURNAL OF REMOTE SENSING, 2018, 卷号: 44, 期号: 6, 页码: 575-587
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin;  Sun, Li
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：123/1  |  提交时间：2019/04/30
Approximate Low-Rank Projection Learning for Feature Extraction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 11, 页码: 5228-5241
作者:  Fang, Xiaozhao;  Han, Na;  Wu, Jigang;  Xu, Yong;  Yang, Jian;  Wong, Wai Keung;  Li, Xuelong
Adobe PDF(2693Kb)  |  收藏  |  浏览/下载：222/0  |  提交时间：2018/11/21
Computer Vision  Feature Extraction  Low-rank Representation (Lrr)  Pattern Recognition  Ridge Regression  
Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
作者:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：268/1  |  提交时间：2018/09/11
Nmf  Structurally Incoherent  Low-rank  Image Classification  
Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3080-3091
作者:  Xia, Yingjie;  Zhang, Luming;  Meng, Lei;  Yan, Yan;  Nie, Liqiang;  Li, Xuelong
Adobe PDF(1556Kb)  |  收藏  |  浏览/下载：171/2  |  提交时间：2018/11/09
Skin Disease Inference  Transfer Learning  
A new breast tumor ultrasonography CAD system based on decision tree and BI-RADS features 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2018, 卷号: 21, 期号: 6, 页码: 1491-1504
作者:  Huang, Qinghua;  Zhang, Fan;  Li, Xuelong
Adobe PDF(749Kb)  |  收藏  |  浏览/下载：179/1  |  提交时间：2018/12/03
Ultrasonography Cad System  Breast Tumors  Bi-rads  Decision Tree  
Discriminative and orthogonal subspace constraints-based nonnegative matrix factorization 期刊论文
ACM Transactions on Intelligent Systems and Technology, 2018, 卷号: 9, 期号: 6
作者:  Li, Xuelong;  Cui, Guosheng;  Dong, Yongsheng
Adobe PDF(2717Kb)  |  收藏  |  浏览/下载：167/0  |  提交时间：2019/03/04
Hyperspectral image classification based on joint spectrum of spatial space and spectral space 期刊论文
Multimedia Tools and Applications, 2018, 卷号: 77, 期号: 22, 页码: 29759-29777
作者:  Zhang, Xiaorong;  Pan, Zhibin;  Lu, Xiaoqiang;  Hu, Bingliang;  Zheng, Xi
Adobe PDF(2555Kb)  |  收藏  |  浏览/下载：187/1  |  提交时间：2018/11/06
Classification  Hyperspectral Imagery  Spectral-spatial Fusion  Affine Transform  Feature Extraction  Probabilistic Fusion  
Embedding fuzzy k-means with nonnegative spectral clustering via incorporating side information 会议论文
CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management, Torino, Italy, 2018-10-22
作者:  Guo, Muhan;  Nie, Feiping;  Zhang, Rui;  Li, Xuelong
Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：222/0  |  提交时间：2018/12/21