[1] I.A. Beinlich, H.J. Suermondt, R.M. Chavez, G.F. Cooper, The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks, Proceedings of the Second European Conference on Artificial intelligence in Medical Care, Springer-Verlag, Berlin, 1989, pp. 247-256.
[2] D. Geiger, D. Heckerman, Knowledge representation and inference in similarity networks and Bayesian multinets, Artificial Intelligence 82 (1-2) (1996) 45-74.
[3] J. Geweke, Inference and Causality in Economic Time Series Model, in: Z. Griliches, M.D. Intriligator (Eds.), Handbook of Econometircs., Vol. II, Elsevier Science Publishers BV, 1984, pp. 1102-1144.
[4] T.S. Jaakkola, M.I. Jordan, Variational Probabilistic Inference and the QMR-DT Network, Journal of Artificial Intelligence Research 10 (1999) 291-322.
[5] M. Jaeger, On the complexity of inference about probabilistic relational models, Artificial Intelligence 117 (2) (2000) 297-308.
[6] J.H. Kim, J. Pearl, A Computational Model for Causal and Diagnostic Reasoning in Inference Systems, Proceedings of the 8th International Joint Conference on Artificial Intelligence (IJCAI), 1983, pp. 190-193.
[7] S.L. Lauritzen, Causal inference from graphical models., in: E. Barndorff-Nielesen, D.R. Cox, C. Kluppelberg (Eds.), Complex stochastic systems, CRC Press, London, 2001.
[8] Z. Li, B. D'Ambrosio, Efficient inference in Bayes networks as a combinatorial optimization problem, International Journal of Approximate Reasoning 11 (1) (1994) 55-81.
[9] K. Murphy, Dynamic Bayesian Networks: Representation, Inference and Learning, Computer Science Division, University of California, Berkeley, 2002.
[10] J. Pearl, Bayesian Networks, Causal Inference and Knowledge Discovery, Technical Report (R-281), UCLA Cognitive Systems Laboratory, 2001.
[11] J. Pearl, Reverend Bayes on inference engines: a distributed hierarchical approach, Proceedings of American Association for Artificial Intelligence National Conference on AI, Pittsburgh, Pennsylvania, 1982, pp. 133-136.
Back to home last updated: 09/18/2007 © Copyright 2007