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Volumn 19, Issue 3, 2012, Pages 316-336

Probabilistic logic methods and some applications to biology and medicine

Author keywords

Bayesian networks; first order logic; hierarchical Bayesian networks; machine learning; Markov logic networks; probabilistic Boolean networks; probabilistic graphical models; propositional logic

Indexed keywords

ALGORITHM; BAYES THEOREM; BIOLOGICAL MODEL; GENETIC MARKER; HUMAN; MEDICINE; PHENOTYPE; PROBABILITY; REVIEW; STATISTICAL MODEL;

EID: 84859369878     PISSN: 10665277     EISSN: None     Source Type: Journal    
DOI: 10.1089/cmb.2011.0234     Document Type: Review
Times cited : (10)

References (12)
  • 2
    • 2442696729 scopus 로고    scopus 로고
    • A logical approach to factoring belief networks
    • Darwiche, A. 2002. A logical approach to factoring belief networks. Proc. KR 409-420.
    • (2002) Proc. KR , pp. 409-420
    • Darwiche, A.1
  • 7
    • 32644431906 scopus 로고    scopus 로고
    • Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks
    • DOI 10.1016/j.sigpro.2005.06.008, PII S0165168405002331
    • Lahdesmaki, H., Hautaniemi, S., Shmulevich, I., et al. 2006. Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks. J. Signal Process. 86, 814-834. (Pubitemid 43242976)
    • (2006) Signal Processing , vol.86 , Issue.4 , pp. 814-834
    • Lahdesmaki, H.1    Hautaniemi, S.2    Shmulevich, I.3    Yli-Harja, O.4
  • 11
    • 32044466073 scopus 로고    scopus 로고
    • Markov logic networks
    • DOI 10.1007/s10994-006-5833-1
    • Richardson, M., and Domingos, P. 2006. Markov logic networks. Mach. Learn. 62, 107-136. (Pubitemid 43202307)
    • (2006) Machine Learning , vol.62 , Issue.SPEC. ISS. , pp. 107-136
    • Richardson, M.1    Domingos, P.2
  • 12
    • 78349272360 scopus 로고    scopus 로고
    • Markov logic networks in the analysis of genetic data
    • Sakhanenko, N.A., and Galas, D.J. 2010. Markov logic networks in the analysis of genetic data. J. Comput. Biol. 17, 1491-1508.
    • (2010) J. Comput. Biol. , vol.17 , pp. 1491-1508
    • Sakhanenko, N.A.1    Galas, D.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.