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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：197/1  |  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  
Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3032-3046
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：288/0  |  提交时间：2020/09/04
Correlation  Hash functions  Semantics  Training  Approximation algorithms  Convolution  Image retrieval  Category-level semantics  deep hashing  image retrieval  multi-scale contextual information  
Unsupervised learning of human action categories in still images with deep representations 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 卷号: 15, 期号: 4
作者:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  收藏  |  浏览/下载：213/2  |  提交时间：2020/01/17
Action categorization  unsupervised learning  deep representations  
Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2152–2162
作者:  Zhang, Rui;  Nie, Feiping;  Guo, Muhan;  Wei, Xian;  Li, Xuelong
Adobe PDF(2331Kb)  |  收藏  |  浏览/下载：304/1  |  提交时间：2019/03/20
Fuzzy K-means  spectral clustering  adaptive loss function  
Semisupervised Learning With Parameter-Free Similarity of Label and Side Information 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 405–414
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1215Kb)  |  收藏  |  浏览/下载：226/1  |  提交时间：2019/03/20
Graph-based semisupervised learning (GSL)  quadratic trace ratio (QTR) problem  side information  soft label  
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：186/1  |  提交时间：2018/12/03
Ultrasonography Cad System  Breast Tumors  Bi-rads  Decision Tree  
Matrix-Regularized Multiple Kernel Learning via (r, p) Norms 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4997-5007
作者:  Han, Yina;  Yang, Yixin;  Li, Xuelong;  Liu, Qingyu;  Ma, Yuanliang
Adobe PDF(1836Kb)  |  收藏  |  浏览/下载：161/0  |  提交时间：2018/10/23
Generalization Bound  Matrix Regularization  Multiple Kernel Learning (Mkl)  Support Vector Machine (Svm)  
Learning binary codes with local and inner data structure 期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 32-41
作者:  He, Shiyuan;  Ye, Guo;  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
Adobe PDF(1147Kb)  |  收藏  |  浏览/下载：176/4  |  提交时间：2018/12/11
Supervised Hashing  Anchor Graph  Nearest Neighbor Search  
Toward solving the Steiner travelling salesman problem on urban road maps using the branch decomposition of graphs 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 374, 页码: 164-178
作者:  Xia, Yingjie;  Zhu, Mingzhe;  Gu, Qianping;  Zhang, Luming;  Li, Xuelong;  Xia, Yingjie (xiayingjie@zju.edu.cn)
Adobe PDF(2666Kb)  |  收藏  |  浏览/下载：234/0  |  提交时间：2016/10/10
Branch Decomposition  Intelligent Transportation System  Sphere-cut Decomposition  Steiner Travelling Salesman Problem  Vehicle Routing  
Motion Blur Detection With an Indicator Function for Surveillance Machines 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 卷号: 63, 期号: 9, 页码: 5592-5601
作者:  Pang, Yanwei;  Zhu, Hailong;  Li, Xuelong;  Pan, Jing
Adobe PDF(686Kb)  |  收藏  |  浏览/下载：213/1  |  提交时间：2016/10/13
Image Motion Analysis  Motion Blur  Surveillance Machines