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Volumn 9, Issue , 2010, Pages 185-192

Combining experiments to discover linear cyclic models with latent variables

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND KNOWLEDGE; CAUSAL RELATIONS; FEED-BACK LOOP; LATENT VARIABLE; SIMULATED DATA; SUFFICIENT CONDITIONS;

EID: 84860698653     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (29)

References (12)
  • 1
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    • Cooper, G. and C. Yoo (1999). Causal discovery from a mixture of experimental and observational data. In UAI '99, pp. 116-125.
    • (1999) UAI '99 , pp. 116-125
    • Cooper, G.1    Yoo, C.2
  • 2
    • 67649136789 scopus 로고    scopus 로고
    • Exact Bayesian structure learning from uncertain interventions
    • Eaton, D. and K. Murphy (2007). Exact Bayesian structure learning from uncertain interventions. In AISTATS '07.
    • (2007) AISTATS '07
    • Eaton, D.1    Murphy, K.2
  • 3
    • 80053288073 scopus 로고    scopus 로고
    • Almost optimal intervention sets for causal discovery
    • Eberhardt, F. (2008). Almost optimal intervention sets for causal discovery. In UAI '08.
    • (2008) UAI '08
    • Eberhardt, F.1
  • 4
    • 49549100459 scopus 로고    scopus 로고
    • Learning causal Bayesian network structures from experimental data
    • Ellis, B. and W. Wong (2008). Learning causal Bayesian network structures from experimental data. J. Amer. Stat. Assoc. 103, 778-789.
    • (2008) J. Amer. Stat. Assoc. , vol.103 , pp. 778-789
    • Ellis, B.1    Wong, W.2
  • 5
    • 57249084023 scopus 로고    scopus 로고
    • Active learning of causal networks with intervention experiments and optimal designs
    • He, Y. and Z. Geng (2008). Active learning of causal networks with intervention experiments and optimal designs. J. Mach. Learn. Res. 9, 2523-2547.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 2523-2547
    • He, Y.1    Geng, Z.2
  • 8
    • 0004213845 scopus 로고    scopus 로고
    • Oxford University Press
    • Pearl, J. (2000). Causality. Oxford University Press.
    • (2000) Causality
    • Pearl, J.1
  • 10
    • 17644427718 scopus 로고    scopus 로고
    • Causal protein-signaling networks derived from multiparameter single-cell data
    • Sachs, K., O. Perez, D. Pe'er, D. Lauffenburger, and G. Nolan (2005). Causal protein-signaling networks derived from multiparameter single-cell data. Science 308 (5721), 523-529.
    • (2005) Science , vol.308 , Issue.5721 , pp. 523-529
    • Sachs, K.1    Perez, O.2    Pe'Er, D.3    Lauffenburger, D.4    Nolan, G.5
  • 11
    • 80053158637 scopus 로고    scopus 로고
    • Modeling discrete interventional data using directed cyclic graphical models
    • Schmidt, M. and K. Murphy (2009). Modeling discrete interventional data using directed cyclic graphical models. In UAI '09.
    • (2009) UAI '09
    • Schmidt, M.1    Murphy, K.2
  • 12
    • 84880880273 scopus 로고    scopus 로고
    • Active learning for structure in Bayesian networks
    • Tong, S. and D. Koller (2001). Active learning for structure in Bayesian networks. In UAI '01, pp. 863-869.
    • (2001) UAI '01 , pp. 863-869
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.