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Volumn , Issue , 2010, Pages 1398-1402

Information theoretic model validation for clustering

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING MODEL; CLUSTERING SOLUTIONS; CLUSTERINGS; DATA SETS; INFORMATIVENESS; MODEL ORDER; MODEL SELECTION; MODEL SELECTION CRITERIA; NOISE LEVELS; NUMBER OF CLUSTERS; SOLUTION SPACE; THEORETIC MODEL;

EID: 77955667654     PISSN: 21578103     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2010.5513616     Document Type: Conference Paper
Times cited : (35)

References (11)
  • 1
    • 33746099301 scopus 로고    scopus 로고
    • A sober look at clustering stability
    • G. Lugosi and H.U. Simon, editors COLT 2006, Pittsburgh, PA, USA, volume 4005 of LNAI Springer-Verlag Berlin Heidelberg
    • Shai Ben-David, Ulrike von Luxburg, and Dávid Pál. A sober look at clustering stability. In G. Lugosi and H.U. Simon, editors, Learning Theory, Proceedings of 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, volume 4005 of LNAI, pages 5-19. Springer-Verlag Berlin Heidelberg, 2006.
    • (2006) Learning Theory, Proceedings of 19th Annual Conference on Learning Theory , pp. 5-19
    • Ben-David, S.1    Luxburg, U.V.2    Pál, D.3
  • 2
    • 77955702117 scopus 로고    scopus 로고
    • Buhmann. Empirical risk approximation: An induction principle for unsupervised learning
    • Department of Computer Science III/University of Bonn
    • Joachim M. Buhmann. Empirical risk approximation: An induction principle for unsupervised learning. Technical Report IAI-TR-98-3, Department of Computer Science III / University of Bonn, 1998.
    • (1998) Technical Report IAI-TR-98-3
    • Joachim, M.1
  • 8
    • 2442611856 scopus 로고    scopus 로고
    • Stability-based validation of clustering solutions
    • June
    • Tilman Lange, Mikio Braun, Volker Roth, and Joachim M. Buhmann. Stability-based validation of clustering solutions. Neural Computation, 16(6):1299-1323, June 2004.
    • (2004) Neural Computation , vol.16 , Issue.6 , pp. 1299-1323
    • Lange, T.1    Braun, M.2    Roth, V.3    Buhmann, J.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.