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Volumn , Issue , 1997, Pages 445-451

Limitations of self-organizing maps for vector quantization and multidimensional scaling

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING;

EID: 0000171332     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (43)

References (15)
  • 1
    • 21844522039 scopus 로고
    • A study of the classification capabilities of neural networks using unsupervised learning: A comparison with k-means clustering
    • Balakrishnan P.V., Cooper M.C., Jacob V.S., Lewis P.A.: A study of the classification capabilities of neural networks using unsupervised learning: a comparison with k-means clustering, Psychometrika, Vol. 59, No. 4, 509-525, 1994.
    • (1994) Psychometrika , vol.59 , Issue.4 , pp. 509-525
    • Balakrishnan, P.V.1    Cooper, M.C.2    Jacob, V.S.3    Lewis, P.A.4
  • 2
    • 0029267679 scopus 로고
    • An index of topological preservation for feature extraction
    • Bezdek J.C., Nikhil R.P.: An index of topological preservation for feature extraction, Pattern Recognition, Vol. 28, No. 3, pp.381-391, 1995.
    • (1995) Pattern Recognition , vol.28 , Issue.3 , pp. 381-391
    • Bezdek, J.C.1    Nikhil, R.P.2
  • 4
    • 85153959666 scopus 로고
    • Convergence properties of the k-means algorithms
    • Tesauro G. et al.(eds.) MIT Press, Cambridge, MA
    • Bottou L., Bengio Y.: Convergence Properties of the K-Means Algorithms, in Tesauro G., et al.(eds.), Advances in Neural Information Processing System 7, MIT Press, Cambridge, MA, pp.585-592, 1995.
    • (1995) Advances in Neural Information Processing System , vol.7 , pp. 585-592
    • Bottou, L.1    Bengio, Y.2
  • 5
    • 0026436795 scopus 로고
    • Self-organizing maps: Ordering, convergence properties and energy functions
    • Erwin E., Obermayer K., Schulten K.: Self-organizing maps: ordering, convergence properties and energy functions, Biological Cybernetics, 67, 47-55, 1992.
    • (1992) Biological Cybernetics , vol.67 , pp. 47-55
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 12
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • Milligan G.W., Cooper M.C.: An examination of procedures for determining the number of clusters in a data set, Psychometrika 50(2), 159-179, 1985.
    • (1985) Psychometrika , vol.50 , Issue.2 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 13
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • Sammon J.W.: A Nonlinear Mapping for Data Structure Analysis, IEEE Transactions on Comp., Vol. C-18, No. 5, p.401-409, 1969.
    • (1969) IEEE Transactions on Comp , vol.C-18 , Issue.5 , pp. 401-409
    • Sammon, J.W.1
  • 14
    • 34250926052 scopus 로고
    • The analysis of proximities: Multidimensional scaling with an unknown distance function
    • Shepard R.N.: The analysis of proximities: multidimensional scaling with an unknown distance function. I., Psychometrika, Vol. 27, No. 2, p.125-140, 1962.
    • (1962) I. Psychometrika , vol.27 , Issue.2 , pp. 125-140
    • Shepard, R.N.1
  • 15
    • 84950351930 scopus 로고
    • Multidimensional scaling, I: Theory and method
    • Torgerson W.S.: Multidimensional Scaling, I: theory and method, Psychometrika, 17, 401-419, 1952.
    • (1952) Psychometrika , Issue.17 , pp. 401-419
    • Torgerson, W.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.