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Volumn 42, Issue 1-2, 2006, Pages 21-36

Operations for inference in continuous Bayesian networks with linear deterministic variables

Author keywords

Bayesian networks; Conditional linear Gaussian models; Deterministic variables

Indexed keywords

APPROXIMATION THEORY; FUNCTIONS; MATHEMATICAL MODELS;

EID: 33646443947     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2005.10.002     Document Type: Article
Times cited : (18)

References (12)
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    • B.R. Cobb, P.P. Shenoy, Inference in hybrid Bayesian networks with mixtures of truncated exponentials, Int. J. Approx. Reason., in press, doi:10.1016/j.ijar.2005.06.002.
  • 2
    • 26944472022 scopus 로고    scopus 로고
    • Nonlinear deterministic relationships in Bayesian networks
    • Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Godo L. (Ed), Springer, Heidelberg
    • Cobb B.R., and Shenoy P.P. Nonlinear deterministic relationships in Bayesian networks. In: Godo L. (Ed). Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Lecture Notes in Artificial Intelligence vol. 3571 (2005), Springer, Heidelberg 27-38
    • (2005) Lecture Notes in Artificial Intelligence , vol.3571 , pp. 27-38
    • Cobb, B.R.1    Shenoy, P.P.2
  • 3
    • 33646438850 scopus 로고    scopus 로고
    • Hybrid Bayesian networks with linear deterministic variables
    • Bacchus F., and Jaakkola T. (Eds), AUAI Press, Corvallis, OR
    • Cobb B.R., and Shenoy P.P. Hybrid Bayesian networks with linear deterministic variables. In: Bacchus F., and Jaakkola T. (Eds). Uncertainty in Artificial Intelligence vol. 21 (2005), AUAI Press, Corvallis, OR 136-144
    • (2005) Uncertainty in Artificial Intelligence , vol.21 , pp. 136-144
    • Cobb, B.R.1    Shenoy, P.P.2
  • 4
    • 33646444610 scopus 로고    scopus 로고
    • B.R. Cobb, R. Rumí, P.P. Shenoy, Approximating probability density functions with mixtures of truncated exponentials, in: Proceedings of the Tenth Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-04), 2004, pp. 429-436. Available from: .
  • 7
    • 84950442428 scopus 로고
    • Propagation of probabilities, means and variances in mixed graphical association models
    • Lauritzen S.L. Propagation of probabilities, means and variances in mixed graphical association models. J. Am. Stat. Assoc. 87 (1992) 1098-1108
    • (1992) J. Am. Stat. Assoc. , vol.87 , pp. 1098-1108
    • Lauritzen, S.L.1
  • 8
    • 0041377763 scopus 로고    scopus 로고
    • Stable local computation with conditional Gaussian distributions
    • Lauritzen S.L., and Jensen F. Stable local computation with conditional Gaussian distributions. Stat. Comput. 11 (2001) 191-203
    • (2001) Stat. Comput. , vol.11 , pp. 191-203
    • Lauritzen, S.L.1    Jensen, F.2
  • 9
    • 84937428461 scopus 로고    scopus 로고
    • Mixtures of truncated exponentials in hybrid Bayesian networks
    • Symbolic and Quantitative Approaches to Reasoning under Uncertainty. Besnard P., and Benferhart S. (Eds), Springer, Heidelberg
    • Moral S., Rumí R., and Salmerón A. Mixtures of truncated exponentials in hybrid Bayesian networks. In: Besnard P., and Benferhart S. (Eds). Symbolic and Quantitative Approaches to Reasoning under Uncertainty. Lecture Notes in Artificial Intelligence vol. 2143 (2001), Springer, Heidelberg 156-167
    • (2001) Lecture Notes in Artificial Intelligence , vol.2143 , pp. 156-167
    • Moral, S.1    Rumí, R.2    Salmerón, A.3
  • 10
    • 33646452292 scopus 로고    scopus 로고
    • S. Moral, R. Rumí, A. Salmerón, Estimating mixtures of truncated exponentials from data, in: J.A. Gamez, S. Salmerón (Eds.), Proceedings of the First European Workshop on Probabilistic Graphical Models (PGM-02), Cuenca, Spain, 2002, pp. 135-143.
  • 11
    • 8344270207 scopus 로고    scopus 로고
    • Approximating conditional MTE distributions by means of mixed trees
    • Symbolic and Quantitative Approaches to Reasoning under Uncertainty. Nielsen T.D., and Zhang N.L. (Eds), Springer, Heidelberg
    • Moral S., Rumí R., and Salmerón A. Approximating conditional MTE distributions by means of mixed trees. In: Nielsen T.D., and Zhang N.L. (Eds). Symbolic and Quantitative Approaches to Reasoning under Uncertainty. Lecture Notes in Artificial Intelligence vol. 2711 (2003), Springer, Heidelberg 173-183
    • (2003) Lecture Notes in Artificial Intelligence , vol.2711 , pp. 173-183
    • Moral, S.1    Rumí, R.2    Salmerón, A.3
  • 12
    • 33646446941 scopus 로고    scopus 로고
    • R. Rumí, Modelos de Redes Bayesianas con Variables Discretas y Continuas, Doctoral Thesis, Universidad de Almería, Departamento de Estadi{dotless}́stica y Matemática Aplicada, Almería, Spain, 2003.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.