메뉴 건너뛰기




Volumn 22, Issue , 2012, Pages 1407-1415

A composite likelihood view for multi-label classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; SAMPLING;

EID: 84954201141     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (29)
  • 1
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag. Spatial interaction and the statistical analysis of lattice systems. J. Roy. Statist. Soc. Ser. B, 36:192-236, 1974.
    • (1974) J. Roy. Statist. Soc. Ser. B , vol.36 , pp. 192-236
    • Besag, J.1
  • 2
    • 27144549260 scopus 로고    scopus 로고
    • Editorial: Special issue on learning from imbalanced data sets
    • N. V. Chawla, N. Japkowicz, and A. Kotcz. Editorial: special issue on learning from imbalanced data sets. SIGKDD Explor. Newsl., 6:1-6, 2004.
    • (2004) SIGKDD Explor. Newsl. , vol.6 , pp. 1-6
    • Chawla, N.V.1    Japkowicz, N.2    Kotcz, A.3
  • 3
    • 0016794660 scopus 로고
    • Partial likelihood
    • D. Cox and N. Reid. Partial likelihood. Biometrika, 62:269-276, 1975.
    • (1975) Biometrika , vol.62 , pp. 269-276
    • Cox, D.1    Reid, N.2
  • 4
    • 0000183289 scopus 로고
    • The analysis of multivariate binary data
    • D. R. Cox. The analysis of multivariate binary data. J. Roy. Statist. Soc. Ser. C, 21:113-120, 1972.
    • (1972) J. Roy. Statist. Soc. Ser. C , vol.21 , pp. 113-120
    • Cox, D.R.1
  • 5
    • 24144486294 scopus 로고    scopus 로고
    • A note on pseudolikelihood constructed from marginal densities
    • D. R. Cox. A note on pseudolikelihood constructed from marginal densities. Biometrika, 92:729-737, 2004.
    • (2004) Biometrika , vol.92 , pp. 729-737
    • Cox, D.R.1
  • 7
    • 33745246056 scopus 로고    scopus 로고
    • Pairwise fitting of mixed models for the joint modeling of multivariate longitudinal profiles
    • S. Fieuws and G. Verbeke. Pairwise fitting of mixed models for the joint modeling of multivariate longitudinal profiles. Biometrics, 62(2):424-31, 2006.
    • (2006) Biometrics , vol.62 , Issue.2 , pp. 424-431
    • Fieuws, S.1    Verbeke, G.2
  • 8
    • 19044382587 scopus 로고    scopus 로고
    • Round robin classification
    • March
    • J. Fürnkranz. Round robin classification. J. Mach. Learn. Res., 2:721-747, March 2002.
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 721-747
    • Fürnkranz, J.1
  • 12
    • 52949143827 scopus 로고    scopus 로고
    • Label ranking by learning pairwise preferences
    • E. Hüllermeier, J. Fürnkranz, W. Cheng, and K. Brinker. Label ranking by learning pairwise preferences. Artif. Intell., 172(16-17):1897-1916, 2008.
    • (2008) Artif. Intell. , vol.172 , Issue.16-17 , pp. 1897-1916
    • Hüllermeier, E.1    Fürnkranz, J.2    Cheng, W.3    Brinker, K.4
  • 13
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L. Saul. An introduction to variational methods for graphical models. Machine Learning, 37:183-233, 1999.
    • (1999) Machine Learning , vol.37 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.S.3    Saul, L.4
  • 15
    • 0034178925 scopus 로고    scopus 로고
    • A pairwise likelihood approach to analyzing correlated binary data
    • A. Kuk. A pairwise likelihood approach to analyzing correlated binary data. Statistics and Probability Letters, 47:329-335, 2000.
    • (2000) Statistics and Probability Letters , vol.47 , pp. 329-335
    • Kuk, A.1
  • 16
    • 78650413711 scopus 로고    scopus 로고
    • Issues and strategies in the selection of composite likelihoods
    • B. G. Lindsa, G. Y. Yi, and J. Sun. Issues and strategies in the selection of composite likelihoods. Statistica Sinica, 21:71-105, 2011.
    • (2011) Statistica Sinica , vol.21 , pp. 71-105
    • Lindsa, B.G.1    Yi, G.Y.2    Sun, J.3
  • 17
    • 0001915899 scopus 로고
    • Composite likelihood methods
    • B. G. Lindsay. Composite likelihood methods. Contemporary Mathematics, 80:221-239, 1988.
    • (1988) Contemporary Mathematics , vol.80 , pp. 221-239
    • Lindsay, B.G.1
  • 19
    • 71249093499 scopus 로고    scopus 로고
    • Maximum likelihood estimation using composite likelihoods for closed exponential families
    • K. V. Mardia, J. T. Kent, G. Hughes, and C. C. Taylor. Maximum likelihood estimation using composite likelihoods for closed exponential families. Biometrika, 96(4):975-982, 2009.
    • (2009) Biometrika , vol.96 , Issue.4 , pp. 975-982
    • Mardia, K.V.1    Kent, J.T.2    Hughes, G.3    Taylor, C.C.4
  • 23
    • 56749117943 scopus 로고    scopus 로고
    • Defense of one-vs-all classification
    • December
    • R. Rifkin and A. Klautau. In defense of one-vs-all classification. J. Mach. Learn. Res., 5:101-141, December 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 101-141
    • Rifkin, R.1    Klautau, A.2
  • 26
    • 78650324852 scopus 로고    scopus 로고
    • An overview of composite likelihood methods
    • C. Varin, N. Reid, and D. Firth. An overview of composite likelihood methods. Statistica Sinica, 21:5-42, 2011.
    • (2011) Statistica Sinica , vol.21 , pp. 5-42
    • Varin, C.1    Reid, N.2    Firth, D.3
  • 27
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • T.-F. Wu, C.-J. Lin, and R. C. Weng. Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research, pages 975-1005, 2004.
    • (2004) Journal of Machine Learning Research , pp. 975-1005
    • Wu, T.-F.1    Lin, C.-J.2    Weng, R.C.3
  • 28
    • 84881047364 scopus 로고    scopus 로고
    • Bayesian chain classifiers for multidimensional classification
    • J. H. Zaragoza, L. E. Sucar, E. F. Morales, C. Bielza, and P. Larrañaga. Bayesian chain classifiers for multidimensional classification. In IJCAI, pages 2192-2197, 2011.
    • (2011) IJCAI , pp. 2192-2197
    • Zaragoza, J.H.1    Sucar, L.E.2    Morales, E.F.3    Bielza, C.4    Larrañaga, P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.