메뉴 건너뛰기




Volumn 1704, Issue , 1999, Pages 80-88

On the use of self-organizing maps for clustering and visualization

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; SELF ORGANIZING MAPS; VISUALIZATION;

EID: 84956853519     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-48247-5_9     Document Type: Conference Paper
Times cited : (38)

References (24)
  • 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
    • 0347963789 scopus 로고    scopus 로고
    • GTM: The Generative Topographic Mapping
    • Bishop C.M., Svensen M., Williams C.K.I.: GTM: The Generative Topographic Mapping, Neural Computation, Vol. 10, Issue 1, p.215-234, 1998.
    • (1998) Neural Computation , vol.10 , Issue.1 , pp. 215-234
    • Bishop, C.M.1    Svensen, M.2    Williams, C.K.I.3
  • 5
    • 85153959666 scopus 로고
    • Convergence Properties of the K-Means Algorithms
    • Tesauro G., et al.(eds.), 7, 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 , pp. 585-592
    • Bottou, L.1    Bengio, Y.2
  • 6
    • 84956864242 scopus 로고    scopus 로고
    • Clementine User Guide, Integral Solutions Limited
    • Clementine User Guide, Integral Solutions Limited, 1998.
    • (1998)
  • 7
    • 0345404393 scopus 로고    scopus 로고
    • Theoretical aspects of the SOM algorithm
    • Cottrell M., Fort J.C., Pages G.: Theoretical aspects of the SOM algorithm, Neurocomputing, (21)1-3, pp.119-138, 1998.
    • (1998) Neurocomputing , vol.21 , Issue.1-3 , pp. 119-138
    • Cottrell, M.1    Fort, J.C.2    Pages, G.3
  • 9
    • 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
  • 10
    • 0000171332 scopus 로고    scopus 로고
    • Limitations of Self-Organizing Maps for Vector Quantization and Multidimensional Scaling
    • Mozer M.C., et al.(eds.), 9, MIT Press/Bradford Books
    • Flexer A.: Limitations of Self-Organizing Maps for Vector Quantization and Multidimensional Scaling, in Mozer M.C., et al.(eds.), Advances in Neural Information Processing Systems 9, MIT Press/Bradford Books, pp.445-451, 1997.
    • (1997) Advances in Neural Information Processing Systems , pp. 445-451
    • Flexer, A.1
  • 14
    • 0002072189 scopus 로고    scopus 로고
    • Self-Organization of Very Large Document Collections: State of the Art
    • Niklasson L., et al.(eds.), Springer
    • Kohonen T.: Self-Organization of Very Large Document Collections: State of the Art, in Niklasson L., et al.(eds.), Proceedings of the 8th International Conference on Artificial Neural Networks, Springer, 2 vols., pp.65-74, 1998.
    • (1998) Proceedings of the 8Th International Conference on Artificial Neural Networks , vol.2 , pp. 65-74
    • Kohonen, T.1
  • 17
    • 0017810723 scopus 로고
    • Evaluating clustering methods for psychiatric diagnosis
    • Mezzich J.: Evaluating clustering methods for psychiatric diagnosis, Biological Psychiatry, 13, 265-346, 1978.
    • (1978) Biological Psychiatry , vol.13 , pp. 265-346
    • Mezzich, J.1
  • 18
    • 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
  • 20
    • 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.18 , Issue.5 , pp. 401-409
    • Sammon, J.W.1
  • 22
    • 0042807373 scopus 로고
    • The risk of not recognizing from ordinations that clusters are distinct
    • Sneath P.H.A.: The risk of not recognizing from ordinations that clusters are distinct, Classification Society Bulletin, 4, 22-43, 1980.
    • (1980) Classification Society Bulletin , vol.4 , pp. 22-43
    • Sneath, P.H.A.1
  • 23
    • 0002535204 scopus 로고
    • Self-organizing Neural Networks for Visualization and Classification
    • Opitz O., et al.(eds.), Springer, Berlin
    • Ultsch A.: Self-organizing Neural Networks for Visualization and Classification, in Opitz O., et al.(eds.), Information and Classification, Springer, Berlin, 307-313, 1993.
    • (1993) Information and Classification , pp. 307-313
    • Ultsch, A.1
  • 24
    • 0032342923 scopus 로고    scopus 로고
    • A comparison of the classification capabilities of the 1-dimensional Kohonen neural network with two partitioning and three hierarchical cluster analysis algorithms
    • Waller N.G., Kaiser H.A., Illian J.B., Manry M.: A comparison of the classification capabilities of the 1-dimensional Kohonen neural network with two partitioning and three hierarchical cluster analysis algorithms, Psychometrika, Vol. 63, No.1, 5-22, 1998.
    • (1998) Psychometrika , vol.63 , Issue.1 , pp. 5-22
    • Waller, N.G.1    Kaiser, H.A.2    Illian, J.B.3    Manry, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.