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Scalable learning and inference in Markov logic networks 期刊论文
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2017, 卷号: 2017, 期号: 82, 页码: 39-55
Authors:  Sun, Zhengya;  Zhao, Yangyang;  Wei, Zhuoyu;  Zhang, Wensheng;  Wang, Jue
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Markov Logic Networks  Structure Learning  Probabilistic Inference  Large Scale Machine Learning  
Hierarchical Multilabel Classification with Optimal Path Prediction 会议论文
NEURAL PROCESSING LETTERS
Authors:  Sun, Zhengya;  Zhao, Yangyang;  Cao, Dong;  Hao, Hongwei
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Hierarchical Classification  Multilabel Classification  Network Flow Optimization  
Structural Feature-based Event Clustering for Short Text Streams 会议论文
, Cancun Mexico, Dec. 04-08, 2016
Authors:  Zhengya Sun;  Jiuqi Han;  Hongwei Hao
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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
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
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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
Authors:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
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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
Authors:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
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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
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
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Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
, Ho Chi Minh, Vietnam, May 19-22, 2015
Authors:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
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Meta-Path based Nonnegative Matrix Factorization for Clustering on Multi-type Relational Data 会议论文
, Killarney, Ireland, Jul. 11-16, 2015
Authors:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
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Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances 会议论文
CIKM2015, Melbourne, VIC, Australia, 2015.10.19-2015.10.23
Authors:  Zhuoyu Wei;  Jun Zhao;  Kang Liu;  Zhenyu Qi;  Zhengya Sun;  Guanhua Tian
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