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Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data 会议论文
Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
浏览  |  Adobe PDF(653Kb)  |  收藏  |  浏览/下载：340/111  |  提交时间：2016/07/14
Multi-type Relational Data Clustering  Collective Nonnegative Matrix Factorization  
Selecting feature subset with sparsity and low redundancy for unsupervised learning 期刊论文
Knowledge-Based Systems, 2015, 卷号: 86, 页码: 210 - 223
作者:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
收藏  |  浏览/下载：25/0  |  提交时间：2020/10/27
Unsupervised Feature Selection  Nonnegative Spectral Analysis  Sparsity And Low Redundancy  
l0-norm based structural sparse least square regression for feature selection 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 12, 页码: 3927 - 3940
作者:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
收藏  |  浏览/下载：54/0  |  提交时间：2020/10/27
Structural Sparse Learning  L0-norm  Least Square Regression  Feature Selection  Adaptive Greedy Algorithm  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 19, 2015 - May 22, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
浏览  |  Adobe PDF(236Kb)  |  收藏  |  浏览/下载：293/67  |  提交时间：2016/07/14
Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization  
Meta-Path based Nonnegative Matrix Factorization for Clustering on Multi-type Relational Data 会议论文
, Killarney, Ireland, Jul. 11-16, 2015
作者:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
Adobe PDF(653Kb)  |  收藏  |  浏览/下载：262/62  |  提交时间：2018/01/04
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
, Ho Chi Minh, Vietnam, May 19-22, 2015
作者:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
浏览  |  Adobe PDF(236Kb)  |  收藏  |  浏览/下载：384/81  |  提交时间：2018/01/04
Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances 会议论文
, Australia, 2015
作者:  Zhuoyu wei;  Jun Zhao;  Kang Liu;  Zhenyu Qi;  Zhengya Sun
浏览  |  Adobe PDF(458Kb)  |  收藏  |  浏览/下载：93/33  |  提交时间：2020/10/22