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Volumn , Issue , 2010, Pages 17-21

An increased performance of clustering high dimensional data using principal component analysis

Author keywords

Dimension reduction; K means; Principal component analysis

Indexed keywords

APPLICATION DOMAINS; CLUSTERING METHODS; COMPUTATIONAL BIOLOGY; CURSE OF DIMENSIONALITY; DATA DIMENSIONS; DATA SETS; DIMENSION REDUCTION; HIGH DIMENSIONAL DATA; HIGH-DIMENSIONAL DATASET; K-MEANS; K-MEANS CLUSTERING ALGORITHM; NEW APPROACHES; PRINCIPAL COMPONENTS;

EID: 77958541443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIIC.2010.31     Document Type: Conference Paper
Times cited : (11)

References (12)
  • 1
    • 77958610168 scopus 로고    scopus 로고
    • Comparison of two noval algorithm for clustering using web documents
    • Adam schenker, mark last, horst bunke, Abraham kandel, "Comparison of two noval algorithm for clustering using web documents", WDA 2003.
    • WDA 2003
    • Schenker, A.1    Last, M.2    Bunke, H.3    Kandel, A.4
  • 2
    • 0036487280 scopus 로고    scopus 로고
    • The Global k-means Clustering algorithm
    • A. Likas, N. Vlassis and J.J. Verbeek, "The Global k-means Clustering algorithm", Pattern Recognition, Volume 36, Issue 2, 2003,pp. 451-461.
    • (2003) Pattern Recognition , vol.36 , Issue.2 , pp. 451-461
    • Likas, A.1    Vlassis, N.2    Verbeek, J.J.3
  • 5
    • 38049103082 scopus 로고
    • A near Optimal initial seed value selection in k-means algorithm using a genetic algorithm
    • G. Babu and M.Murty, A near Optimal initial seed value selection in k-means algorithm using a genetic algorithm. Pattern Recognition Letters Vol.14,1993, PP, 763-769.
    • (1993) Pattern Recognition Letters , vol.14 , pp. 763-769
    • Babu, G.1    Murty, M.2
  • 8
    • 0024475950 scopus 로고
    • Multidimensional data clustering utilization hybrid search strategies
    • M.Ismail and M.Kamal, Multidimensional data clustering utilization hybrid search strategies. Pattern Recognition Vol. 22(1),1989,PP. 75-89.
    • (1989) Pattern Recognition , vol.22 , Issue.1 , pp. 75-89
    • Ismail, M.1    Kamal, M.2
  • 11
    • 23844528211 scopus 로고    scopus 로고
    • Cluster Center Initialization for K-Means Clustering
    • S.S.Khan and A.Ahmad, "Cluster Center Initialization for K-Means Clustering", pattern recognition Letter Volume 25, issue 11, 2004, PP 1293-1302.
    • (2004) Pattern Recognition Letter , vol.25 , Issue.11 , pp. 1293-1302
    • Khan, S.S.1    Ahmad, A.2
  • 12
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • Y.Linde, A.Buzo and R.Gray, An algorithm for vector quantizer design. IEEE trans. comm. Vol 28(1), 1980, PP.84-9
    • (1980) IEEE Trans. Comm. , vol.28 , Issue.1 , pp. 84-89
    • Linde, Y.1    Buzo, A.2    Gray, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.