Credal Sets Approximation by Lower Probabilities: Application to Credal Networks

Author:

Antonucci Alessandro,Cuzzolin Fabio

Publisher

Springer Berlin Heidelberg

Reference14 articles.

1. Levi, I.: The Enterprise of Knowledge. MIT Press, London (1980)

2. Walley, P.: Measures of uncertainty in expert systems. Artificial Intelligence 83(1), 1–58 (1996)

3. Cozman, F.G.: Credal networks. Artificial Intelligence 120, 199–233 (2000)

4. Antonucci, A., Zaffalon, M.: Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks. International Journal of Approximate Reasoning 49(2), 345–361 (2008)

5. de Campos, C.P., Cozman, F.G.: The inferential complexity of Bayesian and credal networks. In: Proceedings of the International Joint Conference on Artificial Intelligence, Edinburgh, pp. 1313–1318 (2005)

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