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Volumn 139, Issue 11, 2009, Pages 3836-3841

On the quality of k-means clustering based on grouped data

Author keywords

Grouped data; k Means; Lloyd's algorithm; Loss function; Voronoi partitions

Indexed keywords


EID: 68049083558     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2009.05.021     Document Type: Article
Times cited : (5)

References (9)
  • 2
    • 0000925020 scopus 로고
    • The strong law of large numbers for k-means and best possible nets of Banach valued random variables
    • Cuesta J.A., and Matrán C. The strong law of large numbers for k-means and best possible nets of Banach valued random variables. Probability Theory and Related Fields 78 (1988) 523-534
    • (1988) Probability Theory and Related Fields , vol.78 , pp. 523-534
    • Cuesta, J.A.1    Matrán, C.2
  • 3
    • 78751701140 scopus 로고
    • Principal points
    • Flury B. Principal points. Biometrika 77 (1990) 33-41
    • (1990) Biometrika , vol.77 , pp. 33-41
    • Flury, B.1
  • 6
    • 68049100754 scopus 로고    scopus 로고
    • Lember, J., 1999. Consistency of empirical k-centres. Doctoral Dissertation, Tartu University Press, Tartu.
    • Lember, J., 1999. Consistency of empirical k-centres. Doctoral Dissertation, Tartu University Press, Tartu.
  • 9
    • 0000963889 scopus 로고
    • Strong consistency of k-means clustering
    • Pollard D. Strong consistency of k-means clustering. Annals of Statistics 9 (1981) 135-140
    • (1981) Annals of Statistics , vol.9 , pp. 135-140
    • Pollard, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.