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Volumn 28, Issue 2, 2013, Pages 621-646

Efficient identification of independence networks using mutual information

Author keywords

Bayesian networks; Constraint based search; Dense networks; False discovery rate; False negative reduction; Graphical models; Mutual information; PC algorithm; Skeleton

Indexed keywords


EID: 84875451958     PISSN: 09434062     EISSN: 16139658     Source Type: Journal    
DOI: 10.1007/s00180-012-0320-6     Document Type: Article
Times cited : (22)

References (21)
  • 2
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: a practical and powerful approach to multiple testing
    • Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B Methodol 57(1): 289-300.
    • (1995) J R Stat Soc Ser B Methodol , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 3
    • 0035733108 scopus 로고    scopus 로고
    • The control of the false discovery rate in multiple testing under dependency
    • Benjamini Y, Yekutieli D (2001) The control of the false discovery rate in multiple testing under dependency. Ann Stat 29(4): 1165-1188.
    • (2001) Ann Stat , vol.29 , Issue.4 , pp. 1165-1188
    • Benjamini, Y.1    Yekutieli, D.2
  • 5
    • 0036567524 scopus 로고    scopus 로고
    • Learning Bayesian networks from data: an information-theory based approach
    • Cheng J, Greiner R, Kelly J, Bell D, Liu W (2002) Learning Bayesian networks from data: an information-theory based approach. Artif Intell 137(1-2): 43-90.
    • (2002) Artif Intell , vol.137 , Issue.1-2 , pp. 43-90
    • Cheng, J.1    Greiner, R.2    Kelly, J.3    Bell, D.4    Liu, W.5
  • 6
    • 0002384709 scopus 로고
    • Conditional independence in statistical theory (with discussion)
    • Dawid AP (1979) Conditional independence in statistical theory (with discussion). J R Stat Soc Ser B 41: 1-31.
    • (1979) J R Stat Soc Ser B , vol.41 , pp. 1-31
    • Dawid, A.P.1
  • 12
  • 13
    • 33947305781 scopus 로고    scopus 로고
    • ARACNE: an algorithm for the reconstruction of gene regulatory networks in a mammalian cellular context
    • Margolin A, Nemenman I, Basso K, Wiggins C, Stolovitzky G, Favera R, Califano A (2006) ARACNE: an algorithm for the reconstruction of gene regulatory networks in a mammalian cellular context. BMC Bioinf 7(Suppl 1): S7.
    • (2006) BMC Bioinf , vol.7 , Issue.SUPPL. 1
    • Margolin, A.1    Nemenman, I.2    Basso, K.3    Wiggins, C.4    Stolovitzky, G.5    Favera, R.6    Califano, A.7
  • 16
    • 84915827212 scopus 로고
    • Learning Bayesian networks with discrete variables from data
    • In: Usama M, Fayyad, Ramasamy Uthurusamy (eds), AAI Press, Navrangpura, Ahmedabad
    • Spirtes P, Meek C (1995) Learning Bayesian networks with discrete variables from data. In: Usama M, Fayyad, Ramasamy Uthurusamy (eds). Proceedings of the first international conference on knowledge discovery and data mining. AAI Press, Navrangpura, Ahmedabad, pp 294-299.
    • (1995) Proceedings of the first international conference on knowledge discovery and data mining , pp. 294-299
    • Spirtes, P.1    Meek, C.2
  • 20
    • 33746035971 scopus 로고    scopus 로고
    • The max- min hill-climbing Bayesian network structure learning algorithm
    • Tsamardinos I, Brown LE, Aliferis CF (2006) The max- min hill-climbing Bayesian network structure learning algorithm. Mach Learn 65(1): 31-78.
    • (2006) Mach Learn , vol.65 , Issue.1 , pp. 31-78
    • Tsamardinos, I.1    Brown, L.E.2    Aliferis, C.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.