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Volumn 6, Issue 17, 2013, Pages 3299-3303

Standardization and its effects on K-means clustering algorithm

Author keywords

Clustering; Decimal scaling; K means; Min max; Standardization; Z score

Indexed keywords


EID: 84884338728     PISSN: 20407459     EISSN: 20407467     Source Type: Journal    
DOI: 10.19026/rjaset.6.3638     Document Type: Article
Times cited : (327)

References (9)
  • 1
    • 0035308429 scopus 로고    scopus 로고
    • Feature normalization and likelihood-based similarity measures for image retrieval
    • Aksoy, S. and R.M. Haralick, 2001. Feature normalization and likelihood-based similarity measures for image retrieval. Pattern Recogn. Lett., 22: 563-582.
    • (2001) Pattern Recogn. Lett. , vol.22 , pp. 563-582
    • Aksoy, S.1    Haralick, R.M.2
  • 2
    • 84892213704 scopus 로고    scopus 로고
    • Data Mining: A Knowledge Discovery Approach
    • Springer, New York
    • Cios, K.J., W. Pedrycz, R.W. Swiniarski and L.A. Kurgan, 2007. Data Mining: A Knowledge Discovery Approach. Springer, New York.
    • (2007)
    • Cios, K.J.1    Pedrycz, W.2    Swiniarski, R.W.3    Kurgan, L.A.4
  • 3
    • 0004161991 scopus 로고
    • Algorithms for Clustering Data
    • Prentice Hall, NY
    • Jain, A. and R. Dubes, 1988. Algorithms for Clustering Data. Prentice Hall, NY.
    • (1988)
    • Jain, A.1    Dubes, R.2
  • 5
    • 70350009904 scopus 로고    scopus 로고
    • Impact of normalization in distributed K-means clustering
    • Karthikeyani, V.N. and K. Thangavel, 2009. Impact of normalization in distributed K-means clustering. Int. J. Soft Comput., 4(4): 168-172.
    • (2009) Int. J. Soft Comput. , vol.4 , Issue.4 , pp. 168-172
    • Karthikeyani, V.N.1    Thangavel, K.2
  • 6
    • 84983721794 scopus 로고    scopus 로고
    • Discovering Knowledge in Data: An Introduction to Data Mining
    • Wiley, Hoboken, NJ
    • Larose, D.T., 2005. Discovering Knowledge in Data: An Introduction to Data Mining. Wiley, Hoboken, NJ.
    • (2005)
    • Larose, D.T.1
  • 7
    • 64249103578 scopus 로고    scopus 로고
    • Data mining: A preprocessing engine
    • Luai, A.S., S. Zyad and K. Basel, 2006. Data mining: A preprocessing engine. J. Comput. Sci., 2(9): 735-739.
    • (2006) J. Comput. Sci. , vol.2 , Issue.9 , pp. 735-739
    • Luai, A.S.1    Zyad, S.2    Basel, K.3
  • 8
    • 0000235019 scopus 로고
    • A study of standardization of variables in cluster analysis
    • Milligan, G. and M. Cooper, 1988. A study of standardization of variables in cluster analysis. J. Classif., 5: 181-204.
    • (1988) J. Classif. , vol.5 , pp. 181-204
    • Milligan, G.1    Cooper, M.2
  • 9
    • 84884319471 scopus 로고    scopus 로고
    • Impact of outlier removal and normalization approach in modified k-means clustering algorithm
    • Vaishali, R.P. and G.M. Rupa, 2011. Impact of outlier removal and normalization approach in modified k-means clustering algorithm. Int. J. Comput. Sci., 8(5): 331-336.
    • (2011) Int. J. Comput. Sci. , vol.8 , Issue.5 , pp. 331-336
    • Vaishali, R.P.1    Rupa, G.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.