Mind change optimal learning of Bayes net structure from dependency and independency data-Reference-Cited by-同舟云学术

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Mind change optimal learning of Bayes net structure from dependency and independency data

Published:2010-01 Issue:1 Volume:208 Page:63-82
ISSN:0890-5401
Container-title:Information and Computation
language:en
Short-container-title:Information and Computation

Author:

Schulte Oliver,Luo Wei,Greiner Russell

Publisher

Elsevier BV

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems,Theoretical Computer Science

Reference36 articles.

1. Inductive inference of formal languages from positive data;Angluin;Information and Control,1980

2. R.R. Bouckaert, Bayesian belief networks: from construction to inference. Ph.D. Thesis, Universiteit Utrecht, 1995.

3. Learning Bayesian networks from data: an information-theory based approach;Cheng;Artificial Intelligence,2002

4. Optimal structure identification with greedy search;Chickering;Journal of Machine Learning Research,2003

5. Large-sample learning of Bayesian networks is NP-hard;Chickering;Journal of Machine Learning Research,2004

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1. Causal Learning with Occam’s Razor;Studia Logica;2018-09-06

2. FACTORBASE: multi-relational structure learning with SQL all the way;International Journal of Data Science and Analytics;2018-06-02

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