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Volumn 17, Issue 2-3, 1997, Pages 265-293

A recovery algorithm for chain graphs

Author keywords

Chain graph; Dependency model; Largest chain graph; Markov equivalence; Pattern; Recovery algorithm

Indexed keywords

EQUIVALENCE CLASSES; GRAPH THEORY; MARKOV PROCESSES; MATHEMATICAL MODELS; PROBABILITY;

EID: 0031206655     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(97)00018-2     Document Type: Article
Times cited : (51)

References (23)
  • 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, to appear in Ann. Statist., 25, 1997.
    • (1997) Ann. Statist. , pp. 25
    • Andersson, S.A.1    Madigan, D.2    Perlman, M.D.3
  • 3
    • 84957692144 scopus 로고
    • Chain graphs: Semantics and expressiveness
    • (Ch. Froidevaux and J. Kohlas, Eds.), Lectures Notes in Artificial Intelligence Springer-Verlag
    • Bouchaert, R. R., and Studený, M., Chain graphs: Semantics and expressiveness, in Symbolic and Quantitative Approaches to Reasoning and Uncertainty (Ch. Froidevaux and J. Kohlas, Eds.), Lectures Notes in Artificial Intelligence 946, Springer-Verlag, 67-76, 1995.
    • (1995) Symbolic and Quantitative Approaches to Reasoning and Uncertainty , vol.946 , pp. 67-76
    • Bouchaert, R.R.1    Studený, M.2
  • 4
    • 0001842471 scopus 로고
    • Chain graphs for learning
    • (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann
    • Buntine, W. L., Chain graphs for learning, in Uncertainty in Artificial Intelligence 11 (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann, 46-54, 1995.
    • (1995) Uncertainty in Artificial Intelligence , vol.11 , pp. 46-54
    • Buntine, W.L.1
  • 5
    • 0002013121 scopus 로고
    • A transformational characterization of equivalent Bayesian network structures
    • (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann
    • Chickering, D. M., A transformational characterization of equivalent Bayesian network structures, in Uncertainty in Artificial Intelligence 11 (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann, 87-98, 1995.
    • (1995) Uncertainty in Artificial Intelligence , vol.11 , pp. 87-98
    • Chickering, D.M.1
  • 7
    • 0001546180 scopus 로고
    • The chain graph Markov property
    • Frydenberg, M., The chain graph Markov property, Scand. J. Statist., 17, 333-353, 1990.
    • (1990) Scand. J. Statist. , vol.17 , pp. 333-353
    • Frydenberg, M.1
  • 8
    • 0000163612 scopus 로고
    • Marginalization and collapsability in graphical interaction models
    • Frydenberg, M., Marginalization and collapsability in graphical interaction models, Ann. Statist. 18, 790-805, 1990.
    • (1990) Ann. Statist. , vol.18 , pp. 790-805
    • Frydenberg, M.1
  • 9
    • 0039439016 scopus 로고
    • On the logic of causal models
    • (R. D. Shachter, T. S. Lewitt, L. N. Kanal, and J. F. Lemmer, Eds.), North-Holland
    • Geiger, D., and Pearl, J., On the logic of causal models, in Uncertainty in Artificial Intelligence 4 (R. D. Shachter, T. S. Lewitt, L. N. Kanal, and J. F. Lemmer, Eds.), North-Holland, 3-14, 1990.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 3-14
    • Geiger, D.1    Pearl, J.2
  • 10
    • 21344496552 scopus 로고
    • Logical and algorithmic properties of conditional independence and graphical models
    • Geiger, D., and Pearl, J., Logical and algorithmic properties of conditional independence and graphical models, Ann. Statist., 21, 2001-2021, 1993.
    • (1993) Ann. Statist. , vol.21 , pp. 2001-2021
    • Geiger, D.1    Pearl, J.2
  • 11
    • 30244531531 scopus 로고
    • On testing whether an embedded Bayesian network represents a probability model
    • (R. L. de Mantaras and D. Poole, Eds.), Morgan Kaufmann
    • Geiger, D., Paz, A., and Pearl, J., On testing whether an embedded Bayesian network represents a probability model, in Uncertainty in Artificial Intelligence 10 (R. L. de Mantaras and D. Poole, Eds.), Morgan Kaufmann, 244-252, 1994.
    • (1994) Uncertainty in Artificial Intelligence , vol.10 , pp. 244-252
    • Geiger, D.1    Paz, A.2    Pearl, J.3
  • 12
    • 0003546861 scopus 로고
    • Res. Report R-84-8, Inst. Elec. Sys., Univ. of Aalborg, basis of [13]
    • Lauritzen, S. L., and Wermuth, N., Mixed interaction models, Res. Report R-84-8, Inst. Elec. Sys., Univ. of Aalborg, 1984 (basis of [13]).
    • (1984) Mixed Interaction Models
    • Lauritzen, S.L.1    Wermuth, N.2
  • 13
    • 0002480085 scopus 로고
    • Graphical models for associations between variables, some of which are qualitative and some quantitative
    • Lauritzen, S. L., and Wermuth, N., Graphical models for associations between variables, some of which are qualitative and some quantitative, Ann. Statist., 17, 31-57, 1989.
    • (1989) Ann. Statist. , vol.17 , pp. 31-57
    • Lauritzen, S.L.1    Wermuth, N.2
  • 14
    • 0000662749 scopus 로고
    • Mixed graphical association models
    • Lauritzen, S. L., Mixed graphical association models, Scand. J. Statist. 16, 273-306, 1989.
    • (1989) Scand. J. Statist. , vol.16 , pp. 273-306
    • Lauritzen, S.L.1
  • 15
    • 84987049628 scopus 로고
    • Independence properties of directed Markov fields
    • Lauritzen, S. L., Dawid, A. P., Larsen, B. N., and Leimer, H.-G., Independence properties of directed Markov fields, Networks 20, 491-505, 1990.
    • (1990) Networks , vol.20 , pp. 491-505
    • Lauritzen, S.L.1    Dawid, A.P.2    Larsen, B.N.3    Leimer, H.-G.4
  • 16
    • 0002753068 scopus 로고
    • Causal inference and causal explanation with background knowledge
    • (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann
    • Meek, Ch., Causal inference and causal explanation with background knowledge, in Uncertainty in Artificial Intelligence 11 (P. Besnard and S. Hanks, Eds.), Morgan Kaufmann, 403-410, 1995.
    • (1995) Uncertainty in Artificial Intelligence , vol.11 , pp. 403-410
    • Meek, Ch.1
  • 18
    • 30244539622 scopus 로고    scopus 로고
    • On chain graph models for description of conditional independence structure
    • accepted for publication
    • Studený, M., and Bouckaert, R. R., On chain graph models for description of conditional independence structure, Ann. Statist., accepted for publication.
    • Ann. Statist.
    • Studený, M.1    Bouckaert, R.R.2
  • 19
    • 0002115567 scopus 로고    scopus 로고
    • On separation criterion and recovery algorithm for chain graphs
    • (E. Horvitz and F. Jensen, Eds.), Morgan Kaufmann
    • Studený, M., On separation criterion and recovery algorithm for chain graphs, in Uncertainty in Artificial Intelligence 12 (E. Horvitz and F. Jensen, Eds.), Morgan Kaufmann, 509-516, 1996.
    • (1996) Uncertainty in Artificial Intelligence , vol.12 , pp. 509-516
    • Studený, M.1
  • 20
    • 0001779012 scopus 로고
    • Causal networks: Semantics and expressiveness
    • (R. D. Shachter, T. S. Lewitt, L. N. Kanal, and J. F. Lemmer, Eds.), North-Holland
    • Verma, T., and Pearl, J., Causal networks: Semantics and expressiveness, in Uncertainty in Artificial Intelligence 4 (R. D. Shachter, T. S. Lewitt, L. N. Kanal, and J. F. Lemmer, Eds.), North-Holland, 69-76, 1990.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 69-76
    • Verma, T.1    Pearl, J.2
  • 21
    • 0002095306 scopus 로고
    • Equivalence and synthesis of causal models
    • (P. P. Bonissone, M. Henrion, L. N. Kanal, and J. F. Lemmer, Eds.), Elvevier
    • Verma, T., and Pearl, J., Equivalence and synthesis of causal models, in Uncertainty in Artificial Intelligence 6 (P. P. Bonissone, M. Henrion, L. N. Kanal, and J. F. Lemmer, Eds.), Elvevier, 220-227, 1991.
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 220-227
    • Verma, T.1    Pearl, J.2
  • 22
    • 0001775899 scopus 로고
    • An algorithm for deciding if a set of observed independencies has a causal explanation
    • (D. Dubois, M. P. Wellman, B. D'Ambrosio, and P. Smets, Eds.), Morgan Kaufmann
    • Verma, T., and Pearl, J., An algorithm for deciding if a set of observed independencies has a causal explanation, in Uncertainty in Artificial Intelligence 8 (D. Dubois, M. P. Wellman, B. D'Ambrosio, and P. Smets, Eds.), Morgan Kaufmann, 323-330, 1992.
    • (1992) Uncertainty in Artificial Intelligence , vol.8 , pp. 323-330
    • Verma, T.1    Pearl, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.