메뉴 건너뛰기




Volumn 46, Issue 3, 2010, Pages 320-330

Performance evaluation of K-means and fuzzy C-means clustering algorithms for statistical distributions of input data points

Author keywords

Cluster analysis; Data clustering; Fuzzy C means clustering; K means clustering

Indexed keywords


EID: 78651358140     PISSN: 1450216X     EISSN: 1450202X     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (28)

References (16)
  • 1
    • 38049080280 scopus 로고    scopus 로고
    • Stability of k-means clustering
    • Cambridge, MA
    • Alexander Rakhlin and Andrea Caponnetto, "Stability of k-Means clustering", Advances in Neural Information Processing Systems 12, pages 216-222, MIT Press, Cambridge, MA, 2007. http://cbcl.mit.edu/projects/cbcl/ publications/ps/rakhlin-stability-clustering.pdf
    • (2007) Advances in Neural Information Processing Systems , vol.12 , pp. 216-222
    • Rakhlin, A.1    Caponnetto, A.2
  • 3
    • 0442289065 scopus 로고    scopus 로고
    • Survey of clustering data mining techniques
    • Berkhin P, "Survey of Clustering Data Mining Techniques", Technical Report, Accrue Software, Inc, 2002. www.ee.ucr.edu/~barth/EE242/ clustering-survey.pdf
    • (2002) Technical Report, Accrue Software, Inc
    • Berkhin, P.1
  • 5
    • 77952522978 scopus 로고    scopus 로고
    • Performance analysis of AIM-K-means and K-means in quality cluster generation
    • December ISSN: 2151-9617
    • Borah S. and M.K. Ghose," Performance analysis of AIM-K-Means and K-Means in quality cluster generation", Journal of Computing, Volume 1, Issue 1, December-2009, ISSN: 2151-9617, https://sites.google.com/site/ journalofcomputing/
    • (2009) Journal of Computing , vol.1 , Issue.1
    • Borah, S.1    Ghose, M.K.2
  • 6
    • 0017953820 scopus 로고    scopus 로고
    • A cluster separation measure
    • ISSN: 0162-8828. DOI: 10.1109/TPAMI.1979.4766909
    • Davies. D.L and D.W. Bouldin, A cluster separation measure, IEEE Trans. Pattern Anal. Machine Intell. Vol. 1, pp. 224-227, 2009. ISSN: 0162-8828. DOI: 10.1109/TPAMI.1979.4766909
    • (2009) IEEE Trans. Pattern Anal. Machine Intell. , vol.1 , pp. 224-227
    • Davies, D.L.1    Bouldin, D.W.2
  • 7
    • 0003585297 scopus 로고    scopus 로고
    • Morgan Kaufmann Publishers, Second Edition, New Delhi ISBN: 978-81-312-0535-8
    • Han J. and M. Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann Publishers, Second Edition, New Delhi, 2006. ISBN: 978-81-312-0535-8
    • (2006) Data Mining: Concepts and Techniques
    • Han, J.1    Kamber, M.2
  • 8
    • 85069135644 scopus 로고    scopus 로고
    • K-means clustering versus validation measures: A data distribution perspective
    • 200X
    • Hui Xiong, Junjie Wu, Jian Chen, "K-Means clustering versus validation measures: A data distribution perspective", IEEE Transactions on Systems, Man, and cybernetics - Part B, Vol. X, No. X, XXX 200X. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.78.5024&rep= rep1&type=pdf
    • IEEE Transactions on Systems, Man, and Cybernetics - Part B , vol.10 , Issue.10
    • Hui, X.1    Wu, J.2    Jian, C.3
  • 9
    • 0004161991 scopus 로고
    • Prentice Hall Inc., Englewood Cliffs, New Jerssy ISBN: 0-13-022278-X
    • Jain A.K. and R.C. Dubes, Algorithms for Clustering Data, Prentice Hall Inc., Englewood Cliffs, New Jerssy, 1988. ISBN: 0-13-022278-X
    • (1988) Algorithms for Clustering Data
    • Jain, A.K.1    Dubes, R.C.2
  • 10
    • 84893405732 scopus 로고    scopus 로고
    • Data clustering: A review
    • September 1999. DOI:10.1.1.18.2720&rep=rep1&type=pdf
    • Jain, A.K., M.N. Murty and P.J. Flynn, 1999, "Data Clustering: A review", ACM Computing Surveys, Vol. 31, No. 3, September 1999. DOI:10.1.1.18.2720&rep=rep1&type=pdf
    • (1999) ACM Computing Surveys , vol.31 , Issue.3
    • Jain, A.K.1    Murty, M.N.2    Flynn, P.J.3
  • 12
    • 23844528211 scopus 로고    scopus 로고
    • Cluster center initialization algorithm for K-means clustering
    • August 2004 DOI: 10.1016/j.patrec.2004.04.007
    • Khan, S.S. and A. Ahmad, "Cluster center initialization algorithm for K-Means clustering", Pattern Recognition Letters, Volume 25, Issue 11, August 2004, Pages 1293-1302. DOI: 10.1016/j.patrec.2004.04.007
    • Pattern Recognition Letters , vol.25 , Issue.11 , pp. 1293-1302
    • Khan, S.S.1    Ahmad, A.2
  • 15
    • 77952524606 scopus 로고    scopus 로고
    • Computational complexity between K-means and K-medoids clustering algorithms for normal and uniform distributions of data points
    • ISSN 1549-3636
    • Velmurugan. T. and T. Santhanam, Computational Complexity between K-means and K-medoids clustering algorithms for normal and uniform distributions of data points. Journal of Computer Science, 6 (3): pp. 363-368, 2010, ISSN 1549-3636. www.scipub.org/fulltext/jcs/jcs63363-368.pdf
    • (2010) Journal of Computer Science , vol.6 , Issue.3 , pp. 363-368
    • Velmurugan, T.1    Santhanam, T.2
  • 16
    • 43149092856 scopus 로고    scopus 로고
    • A novel fuzzy C-means clustering algorithm for image thresholding
    • Yong. Y, Z. Chongxun, L. Pan, A Novel Fuzzy C-Means Clustering Algorithm for Image Thresholding, Measurement Science Review, Volume 4(1), 2004.
    • (2004) Measurement Science Review , vol.4 , Issue.1
    • Yong, Y.1    Chongxun, Z.2    Pan, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.