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Volumn 50, Issue 2, 2009, Pages 385-413

A reconstruction algorithm for the essential graph

Author keywords

Bayesian network structure; Chain graph; Essential graph; Standard imset

Indexed keywords

DISTRIBUTED PARAMETER NETWORKS; INFERENCE ENGINES; INTELLIGENT NETWORKS; SPEECH ANALYSIS; STANDARDS;

EID: 59749104414     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2008.09.001     Document Type: Article
Times cited : (14)

References (25)
  • 1
    • 0031531764 scopus 로고    scopus 로고
    • A characterization of Markov equivalence classes for acyclic digraphs
    • Andersson S.A., Madigan D., and Perlman M.D. A characterization of Markov equivalence classes for acyclic digraphs. Annals of Statistics 25 (1997) 505-541
    • (1997) Annals of Statistics , vol.25 , pp. 505-541
    • Andersson, S.A.1    Madigan, D.2    Perlman, M.D.3
  • 2
    • 0031477121 scopus 로고    scopus 로고
    • On the Markov equivalence of chain graphs, undirected graphs and acyclic digraphs
    • Andersson S.A., Madigan D., and Perlman M.D. On the Markov equivalence of chain graphs, undirected graphs and acyclic digraphs. Scandinavian Journal of Statistics 24 (1997) 81-102
    • (1997) Scandinavian Journal of Statistics , vol.24 , pp. 81-102
    • Andersson, S.A.1    Madigan, D.2    Perlman, M.D.3
  • 3
    • 8344227058 scopus 로고    scopus 로고
    • On the construction of the inclusion boundary neighbourhood for Markov equivalence classes of Bayesian network structures
    • Darwiche A., and Friedman N. (Eds), Morgan Kaufmann
    • Auvrey V., and Wehenkel L. On the construction of the inclusion boundary neighbourhood for Markov equivalence classes of Bayesian network structures. In: Darwiche A., and Friedman N. (Eds). Uncertainty in Artificial Intelligence vol. 18 (2002), Morgan Kaufmann 26-35
    • (2002) Uncertainty in Artificial Intelligence , vol.18 , pp. 26-35
    • Auvrey, V.1    Wehenkel, L.2
  • 7
    • 0042967741 scopus 로고    scopus 로고
    • Optimal structure identification with greedy search
    • Chickering D.M. Optimal structure identification with greedy search. Journal of Machine Learning Research 3 (2002) 507-554
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 507-554
    • Chickering, D.M.1
  • 10
    • 0002811779 scopus 로고    scopus 로고
    • Improved learning of Bayesian networks
    • Breese J., and Koller D. (Eds), Morgan Kaufmann
    • Kočka T., and Castelo R. Improved learning of Bayesian networks. In: Breese J., and Koller D. (Eds). Uncertainty in Artificial Intelligence vol. 17 (2001), Morgan Kaufmann 269-276
    • (2001) Uncertainty in Artificial Intelligence , vol.17 , pp. 269-276
    • Kočka, T.1    Castelo, R.2
  • 12
    • 0002753068 scopus 로고
    • Causal inference and causal explanation with background knowledge
    • Besnard P., and Hanks S. (Eds), Morgan Kaufmann
    • Meek C. Causal inference and causal explanation with background knowledge. In: Besnard P., and Hanks S. (Eds). Uncertainty in Artificial Intelligence vol. 11 (1995), Morgan Kaufmann 403-410
    • (1995) Uncertainty in Artificial Intelligence , vol.11 , pp. 403-410
    • Meek, C.1
  • 14
    • 34250357367 scopus 로고    scopus 로고
    • conditional independence preservation and forecasting in dynamic Bayesian networks with heterogeneous evolution
    • Gámez J.A., Moral S., and Salmerón A. (Eds), Springer-Verlag
    • Puch R.O., Smith J.Q., Bielza C., and trees H.j. conditional independence preservation and forecasting in dynamic Bayesian networks with heterogeneous evolution. In: Gámez J.A., Moral S., and Salmerón A. (Eds). Advances in Bayesian Networks (2004), Springer-Verlag 57-75
    • (2004) Advances in Bayesian Networks , pp. 57-75
    • Puch, R.O.1    Smith, J.Q.2    Bielza, C.3    trees, H.j.4
  • 15
    • 19744369870 scopus 로고    scopus 로고
    • A unified approach to the characterization of equivalence classes for DAGs, chain graphs with no flags and chain graphs
    • Roverato A. A unified approach to the characterization of equivalence classes for DAGs, chain graphs with no flags and chain graphs. Scandinavian Journal of Statistics 32 (2005) 295-312
    • (2005) Scandinavian Journal of Statistics , vol.32 , pp. 295-312
    • Roverato, A.1
  • 16
    • 80053201441 scopus 로고    scopus 로고
    • A simple approach for finding the globally optimal Bayesian network structure
    • Dechter R., and Richardson T. (Eds), AUAI Press
    • Silander T., and Myllymäki P. A simple approach for finding the globally optimal Bayesian network structure. In: Dechter R., and Richardson T. (Eds). Uncertainty in Artificial Intelligence vol. 22 (2006), AUAI Press 445-452
    • (2006) Uncertainty in Artificial Intelligence , vol.22 , pp. 445-452
    • Silander, T.1    Myllymäki, P.2
  • 20
    • 10844294897 scopus 로고    scopus 로고
    • Characterization of inclusion neighbourhood in terms of the essential graph
    • Studený M. Characterization of inclusion neighbourhood in terms of the essential graph. International Journal of Approximate Reasoning 38 (2005) 283-309
    • (2005) International Journal of Approximate Reasoning , vol.38 , pp. 283-309
    • Studený, M.1
  • 22
    • 59749106062 scopus 로고    scopus 로고
    • Two operations of merging and splitting components in a chain graph
    • in press
    • M. Studený, A. Roverato, Š. Štěpánová, Two operations of merging and splitting components in a chain graph, Kybernetika 45 (2009), in press.
    • (2009) Kybernetika , vol.45
    • Studený, M.1    Roverato, A.2    Štěpánová, S.3
  • 23
    • 34250378666 scopus 로고    scopus 로고
    • Graphical and algebraic representatives of conditional independence models
    • Lucas P., Gámez J.A., and Salmerón A. (Eds), Springer, Verlag
    • Vomlel J., and Studený M. Graphical and algebraic representatives of conditional independence models. In: Lucas P., Gámez J.A., and Salmerón A. (Eds). Advances in Bayesian Networks (2007), Springer, Verlag 55-80
    • (2007) Advances in Bayesian Networks , pp. 55-80
    • Vomlel, J.1    Studený, M.2
  • 25
    • 0002095306 scopus 로고
    • Equivalence and synthesis of causal models
    • Bonissone P.P., Henrion M., Kanal L.N., and Lemmer J.F. (Eds), Elsevier
    • Verma T., and Pearl J. Equivalence and synthesis of causal models. In: Bonissone P.P., Henrion M., Kanal L.N., and Lemmer J.F. (Eds). Uncertainty in Artificial Intelligence vol. 6 (1991), Elsevier 220-227
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 220-227
    • Verma, T.1    Pearl, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.