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Volumn , Issue , 2012, Pages 59-67

Effect of data standardization on the result of k-means clustering

Author keywords

[No Author keywords available]

Indexed keywords

STANDARDIZATION;

EID: 84880571588     PISSN: 14318814     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-24466-7_7     Document Type: Conference Paper
Times cited : (9)

References (9)
  • 2
    • 33750957962 scopus 로고    scopus 로고
    • Unsupervised learning with normalised data and noneuclidean norms
    • Doherty KAJ, Adams RG, Davey N (2007) Unsupervised learning with normalised data and noneuclidean norms. Applied Soft Computing 7:203-210
    • (2007) Applied Soft Computing , vol.7 , pp. 203-210
    • Doherty, K.A.J.1    Adams, R.G.2    Davey, N.3
  • 4
    • 0000272920 scopus 로고
    • An algorithm for generating artificial test clusters
    • MilliganGW(1985) An algorithm for generating artificial test clusters. Psychometrika 50:123-127
    • (1985) Psychometrika , vol.50 , pp. 123-127
    • Milligang, W.1
  • 5
    • 0000235019 scopus 로고
    • A study of standardization of variables in cluster analysis
    • Milligan GW, Cooper MC (1988) A study of standardization of variables in cluster analysis. J Classification 5:181-204
    • (1988) J Classification , vol.5 , pp. 181-204
    • Milligan, G.W.1    Cooper, M.C.2
  • 7
    • 33744726077 scopus 로고    scopus 로고
    • Standardizing variables in k-means clustering
    • Banks D, House L,McMorris FR, Arabie P, Gaul W (eds). Springer, Berlin
    • Steinley D (2004) Standardizing variables in k-means clustering. In: Banks D, House L,McMorris FR, Arabie P, Gaul W (eds) Classification, clustering, and data mining application. Springer, Berlin, pp 53-60
    • (2004) Classification, Clustering, and Data Mining Application , pp. 53-60
    • Steinley, D.1
  • 8
    • 34250871625 scopus 로고    scopus 로고
    • Initializing k-means batch clustering: A critical evaluation of several techniques
    • Steinley D, Brusco MJ (2007) Initializing k-means batch clustering: A critical evaluation of several techniques. J Classification 24:99-121
    • (2007) J Classification , vol.24 , pp. 99-121
    • Steinley, D.1    Brusco, M.J.2
  • 9
    • 33744720321 scopus 로고    scopus 로고
    • OCLUS: An analytic method for generating clusters with known overlap
    • Steinley D, Henson R (2005) OCLUS: An analytic method for generating clusters with known overlap. J Classification 22:221-250
    • (2005) J Classification , vol.22 , pp. 221-250
    • Steinley, D.1    Henson, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.