Stochastic margin-based structure learning of Bayesian network classifiers

Author:

Pernkopf Franz,Wohlmayr Michael

Funder

Austrian Science Fund

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference33 articles.

1. Pattern Recognition and Machine Learning;Bishop,2006

2. Efficient heuristics for discriminative structure learning of Bayesian network classifiers;Pernkopf;Journal of Machine Learning Research,2010

3. D.M. Chickering, Learning Bayesian networks is NP-Complete, in: Learning from Data: Artificial Intelligence and Statistics V, Springer-Verlag, 1996, pp. 121–130.

4. Exact Bayesian structure discovery in Bayesian networks;Koivisto;Journal of Machine Learning Research,2004

5. P. Parviainen, M. Koivisto, Exact structure discovery in Bayesian networks with less space, in: Uncertainty in Artificial Intelligence (UAI), 2009, pp. 436–443.

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