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Volumn , Issue , 2010, Pages 1607-1611

Distributed Bayesian network structure learning

Author keywords

[No Author keywords available]

Indexed keywords

AGGREGATED STRUCTURE; BAYESIAN NETWORK LEARNING; BAYESIAN NETWORK STRUCTURE; CENTRALIZED ALGORITHMS; CLASSIFICATION ACCURACY; DISTRIBUTED DATA SOURCES; HIGHER LEARNING; INDIVIDUAL LEARNING; LOCAL DATA;

EID: 78650364289     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2010.5637593     Document Type: Conference Paper
Times cited : (16)

References (20)
  • 2
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    • Gregory, F.1    Cooper2    Herskovits, E.3
  • 3
    • 33749401480 scopus 로고
    • Fusion, propagation and structuring in belief networks
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    • Pearl, J.1
  • 4
    • 9944259646 scopus 로고
    • Learning Bayesian networks: The combination of knowledge and statistical data
    • D. Heckerman, D. Geiger and D. M. Chickering, "Learning Bayesian Networks: The Combination of Knowledge and Statistical Data", KDD Workshop, 1994, pp. 85-96.
    • (1994) KDD Workshop , pp. 85-96
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 5
    • 0036567524 scopus 로고    scopus 로고
    • Learning Bayesian networks from data: An information theory based approach
    • J. Cheng, R. Greiner, J. Kelly, D. A. Bell, and W. Liu, "Learning Bayesian networks from data: An information theory based approach.," Artificial Intelligence, 2002, vol. 137, no. 1-2, pp. 43-90.
    • (2002) Artificial Intelligence , vol.137 , Issue.1-2 , pp. 43-90
    • Cheng, J.1    Greiner, R.2    Kelly, J.3    Bell, D.A.4    Liu, W.5
  • 6
    • 0001173999 scopus 로고
    • Construction of Bayesian network structures from data: A brief survey and an efficient algorithm
    • M. Singh, M. Valtorta, "Construction of Bayesian network structures from data: a brief survey and an efficient algorithm", International Journal of Approximate Reasoning, 1995, pp. 111-131.
    • (1995) International Journal of Approximate Reasoning , pp. 111-131
    • Singh, M.1    Valtorta, M.2
  • 7
    • 21944436304 scopus 로고    scopus 로고
    • A simple constraint-based algorithm for efficiently mining observational databases for causal relationships
    • G. F. Cooper, "A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships", Data Mining and Knowledge Discovery, 1997, vol. 1, pp. 2203-224.
    • (1997) Data Mining and Knowledge Discovery , vol.1 , pp. 2203-2224
    • Cooper, G.F.1
  • 8
    • 0000120766 scopus 로고
    • Estimating dimension of a model
    • G. Schwarz, "Estimating dimension of a model", Annual Statistics, 1978, vol. 6, pp.461-464.
    • (1978) Annual Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 11
    • 12244255356 scopus 로고    scopus 로고
    • Privacy preserving Bayesian network structure computation on distributed heterogeneous data
    • Rebecca Wright, Zhiqiang Yang, "Privacy Preserving Bayesian Network Structure Computation on Distributed Heterogeneous Data", ACM KDD'04, 2004, pp. 713-718.
    • (2004) ACM KDD'04 , pp. 713-718
    • Wright, R.1    Yang, Z.2
  • 17
    • 78650369642 scopus 로고    scopus 로고
    • (October 19) [online]. Available
    • Kevin murphy. (2007, October 19) [online]. Available: http://www.cs.ubc.ca/~murphyk/Software/BNT/bnt.html
    • (2007)
    • Murphy, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.