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Overlapping Community Detection for Multimedia Social Networks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 8, 页码: 1881-1893
作者:  Huang, Faliang;  Li, Xuelong;  Zhang, Shichao;  Zhang, Jilian;  Chen, Jinhui;  Zhai, Zhinian
Adobe PDF(827Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2017/12/25
Ensemble Learning  Line Graph  Overlapping-communities Detection  Particle Swarm Optimization (Pso)  Social Network  
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：271/1  |  提交时间：2017/06/14
Dimensionality Reduction  Manifold Learning  Regression  Sparse Coding  
Learning k for kNN Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3
作者:  Zhang, Shichao;  Li, Xuelong;  Zong, Ming;  Zhu, Xiaofeng;  Cheng, Debo;  Zhu, XF (reprint author), Guangxi Key Lab MIMS, Guilin, Guangxi, Peoples R China.
Adobe PDF(608Kb)  |  收藏  |  浏览/下载：289/1  |  提交时间：2017/05/19
Knn Method  Sparse Learning  Missing Data Imputation  
Learning Instance Correlation Functions for Multilabel Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 2, 页码: 499-510
作者:  Liu, Huawen;  Li, Xuelong;  Zhang, Shichao
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：177/1  |  提交时间：2017/04/06
l(1)-norm  Instance-based Learning  K-nearest Neighbors (Knns)  Multilabel Classification  Partial Least Square (Pls) Regression  
Block-Row Sparse Multiview Multilabel Learning for Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 450-461
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Zhang, SC
Adobe PDF(853Kb)  |  收藏  |  浏览/下载：289/3  |  提交时间：2016/03/18
Feature Selection  Image Classification  Joint Sparse Learning  Machine Learning  Multiview Learning