메뉴 건너뛰기




Volumn 4, Issue , 2009, Pages 66-69

Study of the case of learning Bayesian network from incomplete data

Author keywords

Bayesian networks; Network structure; Observable variables

Indexed keywords

CONDITIONAL PROBABILITIES; INCOMPLETE DATA; LEARNING BAYESIAN NETWORKS; NETWORK STRUCTURE; NETWORK STRUCTURES; PARAMETER LEARNING; STRUCTURAL LEARNING; STRUCTURE-LEARNING; UNOBSERVABLE;

EID: 77649305292     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIII.2009.478     Document Type: Conference Paper
Times cited : (3)

References (14)
  • 1
    • 0038563043 scopus 로고
    • The EM algorithm for graphical association models with missing data,
    • Technical Report TR-91-05, Department of Statistics, Aalborg University
    • S. L. Lauritzen, "The EM algorithm for graphical association models with missing data," Technical Report TR-91-05, Department of Statistics, Aalborg University, 1991.
    • (1991)
    • Lauritzen, S.L.1
  • 2
    • 58149210716 scopus 로고    scopus 로고
    • S. L. Lauritzen, The EM algorithm for graphical association models with missing data, Computational Statistics and Data Analysis, 19, pp. 191-201-1995.
    • S. L. Lauritzen, "The EM algorithm for graphical association models with missing data," Computational Statistics and Data Analysis, vol. 19, pp. 191-201-1995.
  • 4
    • 0000529827 scopus 로고
    • Learning in probabilistic expert systems
    • J.M. Bernardo, J. O. Bergen A. P. Dawid, and A. F. M. Smith Eds
    • D. J. Spiegelhalter and R.G. Cowell, "Learning in probabilistic expert systems," in J.M. Bernardo, J. O. Bergen A. P. Dawid, and A. F. M. Smith (Eds.), Bayesian Statistics 4, 1992.
    • (1992) Bayesian Statistics , vol.4
    • Spiegelhalter, D.J.1    Cowell, R.G.2
  • 6
    • 0003846041 scopus 로고
    • A tutorial on learning Bayesian networks,
    • Technical Report MSR-TR-9-5-06, Microsoft Research
    • D. Heckerman, "A tutorial on learning Bayesian networks," Technical Report MSR-TR-9-5-06, Microsoft Research, 1995.
    • (1995)
    • Heckerman, D.1
  • 7
    • 0344328840 scopus 로고    scopus 로고
    • Learning Bayesian networks from incomplete data,
    • Technical Report KMi-TR-43, Knowledge Median Institute, The Open University, February
    • M. Ramoni and P. Sebastiani, "Learning Bayesian networks from incomplete data," Technical Report KMi-TR-43, Knowledge Median Institute, The Open University, February 1997.
    • (1997)
    • Ramoni, M.1    Sebastiani, P.2
  • 8
    • 0002343164 scopus 로고    scopus 로고
    • Discovering Bayesian networks in incomplete databases,
    • Technical Report KMi-TR-46, Knowledge Median Institute, The Open University, March
    • M. Ramoni and P. Sebastiani, "Discovering Bayesian networks in incomplete databases," Technical Report KMi-TR-46, Knowledge Median Institute, The Open University, March 1997.
    • (1997)
    • Ramoni, M.1    Sebastiani, P.2
  • 9
    • 28144442995 scopus 로고    scopus 로고
    • Bayesian inference with missing data using bound and collapses
    • Technical Report KMi-TR-58, Knowledge Median Institute, The Open University, November
    • P. Sebastiani and M. Ramoni," Bayesian inference with missing data using bound and collapses," Technical Report KMi-TR-58, Knowledge Median Institute, The Open University, November 1997.
    • (1997)
    • Sebastiani, P.1    Ramoni, M.2
  • 10
    • 77649312276 scopus 로고    scopus 로고
    • Learning conditional probabilities from incomplete data: An experimental comparison,
    • Technical Report KMi-TR-64 Knowledge Median Institute, The Open University, July
    • M. Ramoni and P. Sebastiani, "Learning conditional probabilities from incomplete data: An experimental comparison," Technical Report KMi-TR-64 Knowledge Median Institute, The Open University, July 1998.
    • (1998)
    • Ramoni, M.1    Sebastiani, P.2
  • 11
    • 0344328840 scopus 로고    scopus 로고
    • Parameter estimation in Bayesian networks from incomplete databases,
    • Technical Report KMi-TR-57, Knowledge Median Institute, The Open University, November
    • M. Ramoni and P. Sebastiani, "Parameter estimation in Bayesian networks from incomplete databases," Technical Report KMi-TR-57, Knowledge Median Institute, The Open University, November 1997.
    • (1997)
    • Ramoni, M.1    Sebastiani, P.2
  • 13
    • 0344328840 scopus 로고    scopus 로고
    • Learning Bayesian networks from incomplete data,
    • Technical Report KMi-TR-43, Knowledge Median Institute, The Open University, February
    • M. Ramoni and P. Sebastiani, "Learning Bayesian networks from incomplete data," Technical Report KMi-TR-43, Knowledge Median Institute, The Open University, February 1997.
    • (1997)
    • Ramoni, M.1    Sebastiani, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.