메뉴 건너뛰기




Volumn 1910, Issue , 2000, Pages 516-523

Learning dynamic bayesian belief networks using conditional phase-type distributions

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DECISION THEORY; MARKOV PROCESSES; STOCHASTIC SYSTEMS;

EID: 84974667967     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45372-5_60     Document Type: Conference Paper
Times cited : (7)

References (28)
  • 1
    • 0030124955 scopus 로고    scopus 로고
    • A Guide to the Literature on Learning Probabilistic Networks from Data
    • Buntine, W.: A Guide to the Literature on Learning Probabilistic Networks from Data. IEEE Transactions on Knowledge and Data Engineering, Vol. 8(2) (1996) 195-210
    • (1996) IEEE Transactions on Knowledge and Data Engineering , vol.8 , Issue.2 , pp. 195-210
    • Buntine, W.1
  • 2
    • 77956888769 scopus 로고
    • Causal Diagrams for Empirical Research
    • Pearl, J.: Causal Diagrams for Empirical Research. Biometrika 82 (1995) 669-710
    • (1995) Biometrika , vol.82 , pp. 669-710
    • Pearl, J.1
  • 4
    • 0000529827 scopus 로고
    • Learning in Probabilistic Expert Systems
    • Bernando, J.M., Berger, J.M., Dawid, A.P., Smith, A.F.M. (eds.), 4. Oxford University Press
    • Spiegelhalter, D., Cowell, R.G. Learning in Probabilistic Expert Systems. In Bernando, J.M., Berger, J.M., Dawid, A.P., Smith, A.F.M. (eds.) Bayesian Statistics 4. Oxford University Press (1992) 447-465
    • (1992) Bayesian Statistics , pp. 447-465
    • Spiegelhalter, D.1    Cowell, R.G.2
  • 5
    • 84990553353 scopus 로고
    • A Model for Reasoning about Persistence and Causation
    • Dean, Y., Kanazawa, K.: A Model for Reasoning about Persistence and Causation. Computational Intelligence, Vol. 5(3) (1989) 142-150
    • (1989) Computational Intelligence , vol.5 , Issue.3 , pp. 142-150
    • Dean, Y.1    Kanazawa, K.2
  • 9
    • 0010365160 scopus 로고    scopus 로고
    • Probabilistic Temporal Reasoning and its Application to Fossil Power Plant Operation
    • Arroyo-Figuerca, G., Sucar, L.E., Villavicencio, A.: Probabilistic Temporal Reasoning and its Application to Fossil Power Plant Operation. Expert Sys. with Apps. 15 (1998) 317-324
    • (1998) Expert Sys. with Apps. , vol.15 , pp. 317-324
    • Arroyo-Figuerca, G.1    Sucar, L.E.2    Villavicencio, A.3
  • 11
    • 0002874631 scopus 로고
    • A Computational Scheme for Reasoning in Dynamic Probabilistic Networks
    • th Conf. On UAI (1992) 121-129
    • (1992) th Conf. On UAI , pp. 121-129
    • Kjaerulff, A.1
  • 13
    • 0000435056 scopus 로고    scopus 로고
    • Probabilistic Temporal Networks: A Unified Framework for Reasoning with Time and Uncertainty
    • Santos E.(Jnr), Young, J.D.: Probabilistic Temporal Networks: A Unified Framework for Reasoning with Time and Uncertainty. Int. J. Approx. Reasoning, 20 (1999) 263-291
    • (1999) Int. J. Approx. Reasoning , vol.20 , pp. 263-291
    • Santos, E.1    Young, J.D.2
  • 15
    • 84982450625 scopus 로고
    • Examples of Fitting Structured Phase-Type Distributions
    • Faddy, M.: Examples of Fitting Structured Phase-Type Distributions, Applied Stochastic Models and Data Analysis 10 (1994) 247-255
    • (1994) Applied Stochastic Models and Data Analysis , vol.10 , pp. 247-255
    • Faddy, M.1
  • 17
    • 0002480085 scopus 로고
    • Graphical Models For Associations Between Variables, Some of Which are Qualitative and Some Quantitative
    • Lauritzen, S.L., Wermuth, N.: Graphical Models For Associations Between Variables, Some of Which are Qualitative and Some Quantitative. Annals of Statistics 17 (1989) 31-57
    • (1989) Annals of Statistics , vol.17 , pp. 31-57
    • Lauritzen, S.L.1    Wermuth, N.2
  • 20
    • 3543066242 scopus 로고    scopus 로고
    • Analysing Data on Lengths of Stay of Hospital Patients Using Phase-Type Distributions
    • to appear
    • Faddy, M., McClean, S.: Analysing Data on Lengths of Stay of Hospital Patients Using Phase-Type Distributions. Applied Stochastic Models and Data Analysis (2000) to appear
    • (2000) Applied Stochastic Models and Data Analysis
    • Faddy, M.1    McClean, S.2
  • 22
    • 58149210716 scopus 로고
    • The EM Algorithm For Graphical Association Models With Missing Data
    • Lauritzen, S.L.: The EM Algorithm For Graphical Association Models With Missing Data. Computational Statistics and Data Analysis 19 (1995) 191-201
    • (1995) Computational Statistics and Data Analysis , vol.19 , pp. 191-201
    • Lauritzen, S.L.1
  • 23
    • 0001396151 scopus 로고
    • Phase Type distributions in Survival Analysis
    • Aalen, O.O.: Phase Type distributions in Survival Analysis. Scand. J. Stat. 4 (1995) 447-463
    • (1995) Scand. J. Stat. , vol.4 , pp. 447-463
    • Aalen, O.O.1
  • 26
    • 0001458297 scopus 로고
    • Patterns of Length of Stay After Admission in Geriatric Medicine-An Event History Approach
    • McClean, S.I., Millard, P.H.: Patterns of Length of Stay After Admission in Geriatric Medicine-An Event History Approach. The Statistician 42 (1993) 263-274
    • (1993) The Statistician , vol.42 , pp. 263-274
    • McClean, S.I.1    Millard, P.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.