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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
Favorite  |  View/Download:72/0  |  Submit date:2017/05/05
Markov Logic Networks  Structure Learning  Probabilistic Inference  Large Scale Machine Learning  
Structure learning for weighted networks based on Bayesian nonparametric models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2016, 卷号: 7, 期号: 3, 页码: 479-489
Authors:  Jiang XJ(蒋晓娟);  Zhang WS(张文生);  zhang wensheng
View  |  Adobe PDF(1060Kb)  |  Favorite  |  View/Download:49/8  |  Submit date:2018/01/15
Structure Learning  Clustering  Probabilistic Graph Models  Bayesian Nonparametric Models  Variational Inference  
Improved heuristic equivalent search algorithm based on Maximal Information Coefficient for Bayesian Network Structure Learning 期刊论文
NEUROCOMPUTING, 2013, 卷号: 117, 页码: 186-195
Authors:  Zhang, Yinghua;  Zhang, Wensheng;  Xie, Yuan
View  |  Adobe PDF(645Kb)  |  Favorite  |  View/Download:123/26  |  Submit date:2015/08/12
Bayesian Network  Structure Learning  Maximal Information Coefficient  Heuristic Search