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A generalized power iteration method for solving quadratic problem on the Stiefel manifold 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 11
作者:  Nie, Feiping;  Zhang, Rui;  Li, Xuelong;  Nie, Feiping (feipingnie@gmail.com)
Adobe PDF(407Kb)  |  收藏  |  浏览/下载：203/0  |  提交时间：2017/05/23
Quadratic Problem  Stiefel Manifold  Power Iteration  Procrustes Problem  Orthogonal Least Square Regression  
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：395/1  |  提交时间：2016/10/09
Class-specific Subspace  Quadratic Ratio Problem  Reconstruction Problem  Regularization Term  Translation  
Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3597-3608
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：214/1  |  提交时间：2017/12/25
Abnormal Event Detection  Abnormality Detector  Mixture Of Gaussian (Mog)  Statistical Hypothesis Test  
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：237/0  |  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：193/2  |  提交时间：2017/09/14
Discrete Optimization  Spectral Clustering  Nonnegative  
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：243/0  |  提交时间：2017/05/25
Constrained Spectral Clustering  Parameter-free Similarity  Quadratic Weighted Optimization  
Sparse Learning with Stochastic Composite Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 6, 页码: 1223-1236
作者:  Zhang, Weizhong;  Zhang, Lijun;  Jin, Zhongming;  Jin, Rong;  Cai, Deng;  Li, Xuelong;  Liang, Ronghua;  He, Xiaofei
Adobe PDF(987Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2017/05/31
Sparse Learning  Stochastic Optimization  Stochastic Composite Optimization  
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：349/2  |  提交时间：2017/06/14
Correlative Neighbor Regression (Cnr)  Nonlocal Means  Regularization Term  Self-similarity  Single-image Super-resolution (Sr)  
Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3
作者:  Hu, Han;  Wen, Yonggang;  Chua, Tat-Seng;  Li, Xuelong
Adobe PDF(1178Kb)  |  收藏  |  浏览/下载：212/2  |  提交时间：2017/05/17
Social Media Analytics  Cross-media Analysis  Performance Optimization  Data Center  
Comparative Study of Data Compression Methods for Large Aperture Static Imaging Spectrometer 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 卷号: 37, 期号: 3, 页码: 939-945
作者:  Yu Lu;  Liu Xue-bin;  Li Hong-bo;  Liu Gui-zhong
Adobe PDF(1423Kb)  |  收藏  |  浏览/下载：180/2  |  提交时间：2017/05/02
Lasts  Compression  Data Source  Spectral Information