Bayesian learning of Bayesian networks with informative priors

Author:

Angelopoulos Nicos,Cussens James

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Artificial Intelligence

Reference48 articles.

1. Abramson, B., Brown, J., Murphy, A., Winker, R.L.: Hailfinder: a Bayesian system for forecasting severe weather. Int. J. Forecast. 12, 57–71 (1996)

2. Acid, S., de Campos, L.M.: Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs. J. Artif. Intell. Res. 18, 445–490 (2003)

3. Andrieu, C., de Freitas, N., Doucet, A., Jordan, M.I.: An introduction to MCMC for machine learning. Mach. Learn. 50, 5–43 (2003)

4. Angelopoulos, N., Cussens, J.: Markov chain Monte Carlo using tree-based priors on model structure. In: Breese, J., Koller, D. (eds.) Proceedings of the Seventeenth Annual Conference on Uncertainty in Artificial Intelligence (UAI–2001), Seattle, August 2001. Morgan Kaufmann, San Francisco (2001)

5. Angelopoulos, N., Cussens, J.: Extended stochastic logic programs for informative priors over C&RTs. In: Camacho, R., King, R., Srinivasan, A. (eds.) Proceedings of the work-in-progress track of the Fourteenth International Conference on Inductive Logic Programming (ILP04), pp. 7–11, Porto, September 2004

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