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Volumn 5, Issue 3, 2006, Pages 540-545

Research on learning Bayesian networks by particle swarm optimization

Author keywords

Bayesian network; Fitness function; Particle swarm optimization; Structure learning; Velocity

Indexed keywords

BAYESIAN NETWORKS; FITNESS FUNCTION; PARTICLE SWARM OPTIMIZATION; STRUCTURE LEARNING;

EID: 33749599747     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2006.540.545     Document Type: Article
Times cited : (19)

References (9)
  • 2
    • 34249761849 scopus 로고
    • Learning bayesian networks: The combination of knowledge and statistical data
    • Heckerman, D. and D. Geiger et al., 1995. Learning bayesian networks: The combination of knowledge and statistical data. Machine Learning., 20: 197-243.
    • (1995) Machine Learning. , vol.20 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2
  • 3
    • 0001247275 scopus 로고
    • Propagating uncertainly in bayesian networks by probabilities logic sampling
    • Henrion, M., 1988. Propagating uncertainly in bayesian networks by probabilities logic sampling, Uncertainty in Artificial Intelligence, 2: 149-163.
    • (1988) Uncertainty in Artificial Intelligence , vol.2 , pp. 149-163
    • Henrion, M.1
  • 6
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application on expert systems
    • Lauritzen, S.L. and D.J. Spiegelhalter, 1988. Local computations with probabilities on graphical structures and their application on expert systems, J. Royal Statistical Soc. B, 50: 157-224.
    • (1988) J. Royal Statistical Soc. B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.