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Volumn 2, Issue , 2004, Pages 188-192

Ensembles of partitions via data resampling

Author keywords

[No Author keywords available]

Indexed keywords

BOOTSTRAPPING TECHNIQUES; COMPLETE LINK (CL); DATA RESAMPLING; SINGLE LINK (SL);

EID: 3042595860     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITCC.2004.1286629     Document Type: Conference Paper
Times cited : (126)

References (15)
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    • submitted to, Melbourne Florida
    • A. Topchy, A.K. Jain, and W. Punch, "Combining Multiple Weak Clusterings", submitted to IEEE Intl. Conf. on Data Mining, 2003, Melbourne Florida, pp 331-338.
    • (2003) IEEE Intl. Conf. on Data Mining , pp. 331-338
    • Topchy, A.1    Jain, A.K.2    Punch, W.3
  • 4
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles - A knowledge reuse framework for combining multiple partitions
    • A. Strehl and J. Ghosh, "Cluster ensembles - a knowledge reuse framework for combining multiple partitions". Journal on Machine Learning Research, 2002, 3: 583-617
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    • Strehl, A.1    Ghosh, J.2
  • 5
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the Jackknife
    • B. Efron, "Bootstrap methods: Another Look at the Jackknife". Annals of Statistics, 1979, 7: pp. 1-26.
    • (1979) Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 6
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging Predictors", Journal of Machine Learning, 1996, pp. Vol 24, no. 2, 123-140.
    • (1996) Journal of Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 7
    • 3042542085 scopus 로고
    • The bootstrap approach to clustering
    • P.A. Devijver and J. Kittler (eds.), Springer-Verlag
    • A.K. Jain and J.V. Moreau, "The Bootstrap Approach to Clustering", in Pattern Recognition Theory and Applications, P.A. Devijver and J. Kittler (eds.), Springer-Verlag, 1987, pp. 63-71.
    • (1987) Pattern Recognition Theory and Applications , pp. 63-71
    • Jain, A.K.1    Moreau, J.V.2
  • 8
    • 0036359730 scopus 로고    scopus 로고
    • A stability based method for discovering structure in clustered data
    • A. Ben-Hur, A. Elisseeff, and I. Guyon, "A stability based method for discovering structure in clustered data " in Pac. Symp. Biocomputing, 2002, vol. 7, pp. 6-17.
    • (2002) Pac. Symp. Biocomputing , vol.7 , pp. 6-17
    • Ben-Hur, A.1    Elisseeff, A.2    Guyon, I.3
  • 9
    • 0037963197 scopus 로고    scopus 로고
    • Path-based clustering for grouping of smooth curves and texture segmentation
    • B. Fischer, J.M. Buhmann, "Path-Based Clustering for Grouping of Smooth Curves and Texture Segmentation", IEEE Trans. on PAMI, 2003, 25 (4), pp. 513-518.
    • (2003) IEEE Trans. on PAMI , vol.25 , Issue.4 , pp. 513-518
    • Fischer, B.1    Buhmann, J.M.2
  • 10
    • 0035514007 scopus 로고    scopus 로고
    • Resampling method for unsupervised estimation of cluster validity
    • E. Levine, and E. Domany, "Resampling method for unsupervised estimation of cluster validity". Neural Computation, 2001, 13, pp. 2573-2593.
    • (2001) Neural Computation , vol.13 , pp. 2573-2593
    • Levine, E.1    Domany, E.2
  • 11
    • 0038391443 scopus 로고    scopus 로고
    • Bagging to improve the accuracy of a clustering procedure
    • S. Dudoit and J. Fridlyand, "Bagging to improve the accuracy of a clustering procedure", Bioinformatics, 2003, 19 (9), pp. 1090-1099.
    • (2003) Bioinformatics , vol.19 , Issue.9 , pp. 1090-1099
    • Dudoit, S.1    Fridlyand, J.2
  • 14
    • 0038724494 scopus 로고    scopus 로고
    • Consensus clustering: A reamlping-based method for class discovery and visualization of gene expression microarray data
    • July
    • S. Monti, P. Tamayo, J. Mesirov, T. Golub, "Consensus Clustering: A reamlping-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data", Journal on Machine Learning, July 2003, Volume 52 Issue 1-2.
    • (2003) Journal on Machine Learning , vol.52 , Issue.1-2
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.