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Volumn , Issue , 2003, Pages

Stability-based model selection

Author keywords

[No Author keywords available]

Indexed keywords

CROSS VALIDATION; MODEL ASSESSMENT; MODEL PARAMETERS; MODEL SELECTION; MODEL-ORDER SELECTION; SEMI-SUPERVISED; SPECIFIC LEARNING; STABILITY MEASURE;

EID: 84898963992     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (39)

References (14)
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    • Alizadeh, A.A.1
  • 2
    • 0034601455 scopus 로고    scopus 로고
    • Molecular classification of cutaneous Malignant melanoma by gene expression profiling
    • M. Bittner et al. Molecular classification of cutaneous malignant melanoma by gene expression profiling. Nature, 406(3):536-540, 2000.
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    • Bittner, M.1
  • 4
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    • Replicating cluster analysis: Method, consistency and validity
    • J. Breckenridge. Replicating cluster analysis: Method, consistency and validity. Multivariate Behavioural research, 1989.
    • (1989) Multivariate Behavioural Research
    • Breckenridge, J.1
  • 6
    • 0038082421 scopus 로고    scopus 로고
    • Applications of resampling methods to estimate the number of clusters and to improve the accuracy of a clustering method
    • Statistics Department, UC Berkeley, September
    • J. Fridlyand and S. Dudoit. Applications of resampling methods to estimate the number of clusters and to improve the accuracy of a clustering method. Technical Report 600, Statistics Department, UC Berkeley, September 2001.
    • (2001) Technical Report 600
    • Fridlyand, J.1    Dudoit, S.2
  • 7
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • October
    • T.R. Golub et al. Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring. Science, pages 531-537, October 1999.
    • (1999) Science , pp. 531-537
    • Golub, T.R.1
  • 8
    • 0030734483 scopus 로고    scopus 로고
    • Pairwise data clustering by deterministic annealing
    • January
    • T. Hofmann and J. M. Buhmann. Pairwise data clustering by deterministic annealing. IEEE PAMI, 19(1), January 1997.
    • (1997) IEEE PAMI , vol.19 , Issue.1
    • Hofmann, T.1    Buhmann, J.M.2
  • 10
    • 0030654389 scopus 로고    scopus 로고
    • Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
    • Michael J. Kearns and Dana Ron. Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. In Computational hearing Theory, pages 152-162, 1997.
    • (1997) Computational Hearing Theory , pp. 152-162
    • Kearns, M.J.1    Ron, D.2
  • 11
    • 0002719797 scopus 로고
    • The hungarian method for the assignment problem
    • H.W. Kuhn. The hungarian method for the assignment problem. Naval Res. Logist. Quart, 2:83-97, 1955.
    • (1955) Naval Res. Logist. Quart , vol.2 , pp. 83-97
    • Kuhn, H.W.1
  • 12
    • 0025585402 scopus 로고
    • A deterministic annealing approach to clustering
    • K. Rose, E. Gurewitz, and G. C. Fox. A deterministic annealing approach to clustering. Pattern Recognition Letters, 11(9):589-594, 1990.
    • (1990) Pattern Recognition Letters , vol.11 , Issue.9 , pp. 589-594
    • Rose, K.1    Gurewitz, E.2    Fox, G.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.