An empirical study of Bayesian network parameter learning with monotonic influence constraints

Author:

Zhou YunORCID,Fenton Norman,Zhu Cheng

Funder

European Research Council

China Scholarship Council (CSC)/Queen Mary Joint PhD scholarships

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Information Systems and Management,Arts and Humanities (miscellaneous),Developmental and Educational Psychology,Information Systems,Management Information Systems

Reference58 articles.

1. Learning from sparse data by exploiting monotonicity constraints;Altendorf,2005

2. Bayesian Reasoning and Machine Learning;Barber,2012

3. Constructing Bayesian networks for criminal profiling from limited data;Baumgartner;Knowl.-Based Syst.,2008

4. Belief updating and learning in semi-qualitative probabilistic networks;de Campos,2005

5. Improving Bayesian network parameter learning using constraints;de Campos,2008

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