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Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 10, 页码: 4871-4884
作者:  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Zhang, Luming;  Shen, Heng Tao;  Li, Xuelong;  Yang, Y
Adobe PDF(2049Kb)  |  收藏  |  浏览/下载：283/2  |  提交时间：2017/09/08
Image Annotation  Multi-view Learning  Semi-supervised Learning  l(2)  (p)-norm  
Latent semantic concept regularized model for blind image deconvolution 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 206-213
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：190/1  |  提交时间：2017/07/21
Machine Learning  Blind Deconvolution  Latent Semantic Learning  Matrix Factorization  Manifold Regularized  
Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 9, 页码: 1985-1997
作者:  Li, Dong;  Zhang, Shengping;  Sun, Xin;  Zhou, Huiyu;  Li, Sheng;  Li, Xuelong;  Li, D
Adobe PDF(863Kb)  |  收藏  |  浏览/下载：255/0  |  提交时间：2017/09/14
Information Diffusion  Social Network  Modeling  Prediction  
Learning Bregman Distance Functions for Structural Learning to Rank 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 9, 页码: 1916-1927
作者:  Li, Xi;  Pi, Te;  Zhang, Zhongfei;  Zhao, Xueyi;  Wang, Meng;  Li, Xuelong;  Yu, Philip S.;  Li, X
Adobe PDF(1050Kb)  |  收藏  |  浏览/下载：217/0  |  提交时间：2017/09/14
Learning To Rank  Bregman Distance  Structural Svm  Robust Structural Learning  
Discrete Nonnegative Spectral Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 9, 页码: 1834-1845
作者:  Yang, Yang;  Shen, Fumin;  Huang, Zi;  Shen, Heng Tao;  Li, Xuelong;  Shen, HT
Adobe PDF(1370Kb)  |  收藏  |  浏览/下载：169/2  |  提交时间：2017/09/14
Discrete Optimization  Spectral Clustering  Nonnegative  
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1508-1519
作者:  Nie, Liqiang;  Zhang, Luming;  Meng, Lei;  Song, Xuemeng;  Chang, Xiaojun;  Li, Xuelong;  Nie, LQ (reprint author), Shandong Univ, Sch Comp Sci & Technol, Jinan 250100, Peoples R China.
Adobe PDF(1960Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2017/07/17
Disease Progression Modeling  Future Health Prediction  Multisource Analysis  Source Consistency  Temporal Regularization  
Learning Multilayer Channel Features for Pedestrian Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 7, 页码: 3210-3220
作者:  Cao, Jiale;  Pang, Yanwei;  Li, Xuelong;  Pang, YW (reprint author), Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China.
Adobe PDF(2321Kb)  |  收藏  |  浏览/下载：192/1  |  提交时间：2017/06/06
Pedestrian Detection  Multi-layer Channel Features (Mcf)  Hog Plus Luv  Cnn  Nms  
Self-weighted spectral clustering, with parameter-free constraint 期刊论文
NEUROCOMPUTING, 2017, 卷号: 241, 页码: 164-170
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Nie, FP
Adobe PDF(688Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2017/05/25
Constrained Spectral Clustering  Parameter-free Similarity  Quadratic Weighted Optimization  
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 6, 页码: 1263-1275
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Ju, Chunhua;  Wu, Xindong;  Zhang, SC (reprint author), Zhejiang Gongshang Univ, Sch Comp Sci & Informat Technol, Hangzhou 310018, Zhejiang, Peoples R China.
Adobe PDF(2273Kb)  |  收藏  |  浏览/下载：272/1  |  提交时间：2017/06/14
Dimensionality Reduction  Manifold Learning  Regression  Sparse Coding  
Coarse-to-Fine Learning for Single-Image Super-Resolution 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 5, 页码: 1109-1122
作者:  Zhang, Kaibing;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Li, Jie;  Zhang, KB (reprint author), Hubei Engn Univ, Sch Comp & Informat Sci, Xiaogan 432000, Hubei, Peoples R China.
Adobe PDF(3110Kb)  |  收藏  |  浏览/下载：335/2  |  提交时间：2017/06/14
Correlative Neighbor Regression (Cnr)  Nonlocal Means  Regularization Term  Self-similarity  Single-image Super-resolution (Sr)