메뉴 건너뛰기




Volumn 229 LNEE, Issue , 2013, Pages 461-474

Approaches to bayesian network model construction

Author keywords

Bayesian networks; BN model construction; BN model parameterization; Parameter learning; Performance index; Structure learning

Indexed keywords

ELECTRICAL ENGINEERING; MATHEMATICAL TECHNIQUES;

EID: 84880737981     PISSN: 18761100     EISSN: 18761119     Source Type: Book Series    
DOI: 10.1007/978-94-007-6190-2_35     Document Type: Conference Paper
Times cited : (4)

References (21)
  • 2
    • 84949996120 scopus 로고    scopus 로고
    • Adaptive assessment using granularity hierarchies and bayesian nets
    • Intelligent Systems
    • Collins V, Greer JE, Huang SX (1996) Adaptive assessment using granularity hierarchies and bayesian nets. Lect Notes Comput Sci 1086:569-577 (Pubitemid 126086797)
    • (1996) Lecture Notes in Computer Science , Issue.1086 , pp. 569-577
    • Collins, J.A.1    Greer, J.E.2    Huang, S.X.3
  • 8
    • 0001457227 scopus 로고
    • Counting labelled acyclic digraphs
    • Harary F (ed) Academic Press, New York
    • Robinson RW (1973) Counting labelled acyclic digraphs. In: Harary F (ed) New directions in the theory of graphs. Academic Press, New York, pp 239-273
    • (1973) New Directions in the Theory of Graphs , pp. 239-273
    • Robinson, R.W.1
  • 9
    • 50249144225 scopus 로고    scopus 로고
    • Technical note version 2.4, vsonix GmbH and University of Leipzig, August Accessed 9 July 2010
    • Heinrich G (2010) Parameter estimation for text analysis. Technical note version 2.4, vsonix GmbH and University of Leipzig, August, 2008. http://www.arbylon.net/publications/text-est.pdf. Accessed 9 July 2010
    • (2008) Parameter Estimation for Text Analysis
    • Heinrich, G.1
  • 10
    • 34648846066 scopus 로고    scopus 로고
    • Using ranked nodes to model qualitative judgements in Bayesian networks
    • Fenton N, Neil M, Caballero JG (2006) Using ranked nodes to model qualitative judgements in Bayesian networks. IEEE Trans Knowl Data Eng 19(10):1420-1432
    • (2006) IEEE Trans Knowl Data Eng , vol.19 , Issue.10 , pp. 1420-1432
    • Fenton, N.1    Neil, M.2    Caballero, J.G.3
  • 11
    • 84880719706 scopus 로고    scopus 로고
    • Accessed 3 Feb 2008
    • QAA (Quality Assurance Agency), (2006). Code of practice Section 6: assessment of students. http://www.qaa.ac.uk/academicinfrastructure/ codeOfPractice/section6/default.asp. Accessed 3 Feb 2008
    • (2006) Code of Practice Section 6: Assessment of Students
  • 12
    • 54049117758 scopus 로고    scopus 로고
    • Analytic quality glossary
    • 2004
    • Harvey L (2004) "Analytic quality glossary", Quality Research International, 2004. http://www.qualityresearchinternational.com/glossary/
    • (2004) Quality Research International
    • Harvey, L.1
  • 15
    • 0345153069 scopus 로고    scopus 로고
    • Towards effective structure learning for large Bayesian networks
    • 2002
    • Doshi P, Greenwald L, Clarke J (2002) Towards effective structure learning for large Bayesian networks. AAAI technical report WS-02-14, 2002. http://www.aaai.org/Papers/Workshops/2002/WS-02-14/WS02-14-003.pdf
    • (2002) AAAI Technical Report WS-02-14
    • Doshi, P.1    Greenwald, L.2    Clarke, J.3
  • 16
    • 84857632369 scopus 로고    scopus 로고
    • NSC (Norsys Software Corp) (Version 3.25)
    • NSC (Norsys Software Corp), Netica-J Reference Manual (Version 3.25), 2008. http://www.norsys.com/netica-j/docs/NeticaJ-Man.pdf
    • (2008) Netica-J Reference Manual
  • 17
    • 0000558731 scopus 로고
    • Rational decisions
    • Good IJ (1952) Rational decisions. J Royal Stat Soc 14:107-114.
    • (1952) J Royal Stat Soc , vol.14 , pp. 107-114
    • Good, I.J.1
  • 19
    • 84857632701 scopus 로고    scopus 로고
    • A comparison of structural distance measures for causal Bayesian network models
    • 2009 Accessed 07 Sept 2010
    • de Jongh M, Druzdzel MJ (2009) A comparison of structural distance measures for causal Bayesian network models. Recent advances in intelligent information systems, 2009, pp 443-456. http://iis.ipipan.waw.pl/2009/ proceedings/iis09-43.pdf. Accessed 07 Sept 2010
    • (2009) Recent Advances in Intelligent Information Systems , pp. 443-456
    • De Jongh, M.1    Druzdzel, M.J.2
  • 20
    • 0042488498 scopus 로고    scopus 로고
    • November 2000 Accessed 12 Feb 2010
    • Pearl J, Russell S (2010) Bayesian networks, November 2000. http://www.cs.berkeley.edu/~russell/papers/hbtnn-bn.ps. Accessed 12 Feb 2010
    • (2010) Bayesian Networks
    • Pearl, J.1    Russell, S.2
  • 21
    • 84880744614 scopus 로고    scopus 로고
    • Accessed 02 Feb 2011
    • MR (Microsoft Research) (2011) WinMine Toolkit Tutorial. http://research.microsoft.com/en-us/um/people/dmax/WinMine/Tutorial/Tutorial. html. Accessed 02 Feb 2011
    • (2011) WinMine Toolkit Tutorial


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.