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Volumn 16, Issue 8 SPEC. ISS., 2005, Pages 774-784

Applying two-stage SOM-based clustering approaches to industrial data analysis

Author keywords

Clustering; Data analysis; Group technology; Product classification; Self organising map

Indexed keywords

CLUSTERING; COMPUTATIONAL TIME; DATA SETS; PRODUCT CLASSIFICATION;

EID: 29144533884     PISSN: 09537287     EISSN: 13665871     Source Type: Journal    
DOI: 10.1080/09537280500180949     Document Type: Conference Paper
Times cited : (31)

References (28)
  • 1
    • 0030572650 scopus 로고    scopus 로고
    • Comparative performance of the FSCL neural net and K-means algorithm for market segmentation
    • Balakrishnan, P.V.S., Cooper, M.C., Jacob, V.S. and Lewis, P.A., Comparative performance of the FSCL neural net and K-means algorithm for market segmentation. Euro. J. Op. Res., 1996, 93, 346-357.
    • (1996) Euro. J. Op. Res. , vol.93 , pp. 346-357
    • Balakrishnan, P.V.S.1    Cooper, M.C.2    Jacob, V.S.3    Lewis, P.A.4
  • 3
    • 0032298962 scopus 로고    scopus 로고
    • Data clustering analysis in multidimensional space
    • Bouguettaya, A. and Le Viet, Q., Data clustering analysis in multidimensional space. Information Sciences, 1998, 112, 267-295.
    • (1998) Information Sciences , vol.112 , pp. 267-295
    • Bouguettaya, A.1    Le Viet, Q.2
  • 4
    • 0015048799 scopus 로고
    • Production flow analysis
    • Burbidge, J.L., Production flow analysis. Prod. Eng., 1971, 50, 139-152.
    • (1971) Prod. Eng. , vol.50 , pp. 139-152
    • Burbidge, J.L.1
  • 7
    • 0003166043 scopus 로고
    • The comparative ability of self-organizing neural networks to define cluster structure
    • Chen, S.K., Mangiameli, P. and West, D., The comparative ability of self-organizing neural networks to define cluster structure. Omega, Int. J. Manage. Sci., 1995, 23, 271-279.
    • (1995) Omega, Int. J. Manage. Sci. , vol.23 , pp. 271-279
    • Chen, S.K.1    Mangiameli, P.2    West, D.3
  • 9
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher, R.A., The use of multiple measurements in taxonomic problems. Annals of Eugenics, 1936, 7, 179-188.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 10
    • 8344260765 scopus 로고    scopus 로고
    • A comprehensive overview of basic clustering algorithms
    • Department of Computer Sciences, University of Wisconsin-Madison
    • Fung, G., A comprehensive overview of basic clustering algorithms. Technical Report, 2001, Department of Computer Sciences, University of Wisconsin-Madison.
    • (2001) Technical Report
    • Fung, G.1
  • 12
    • 0030291361 scopus 로고    scopus 로고
    • On the number of clusters
    • Hardy, A., On the number of clusters. Compu. Stat. & Data Anal., 1996, 23, 83-96.
    • (1996) Compu. Stat. & Data Anal. , vol.23 , pp. 83-96
    • Hardy, A.1
  • 14
    • 0035966303 scopus 로고    scopus 로고
    • Extending the Kohonen self-organizing map networks for clustering analysis
    • Klang, M.Y., Extending the Kohonen self-organizing map networks for clustering analysis. Compu. Stat. & Data Anal., 2001, 38, 161-180.
    • (2001) Compu. Stat. & Data Anal. , vol.38 , pp. 161-180
    • Klang, M.Y.1
  • 16
    • 0036722310 scopus 로고    scopus 로고
    • Integration of self-organising feature map and K-means algorithm for market segmentation
    • Kuo, R.J., Ho, L.M. and Hu, C.M., Integration of self-organising feature map and K-means algorithm for market segmentation. Computers & Op. Res., 2002, 29, 1475-1493.
    • (2002) Computers & Op. Res. , vol.29 , pp. 1475-1493
    • Kuo, R.J.1    Ho, L.M.2    Hu, C.M.3
  • 18
    • 0030572617 scopus 로고    scopus 로고
    • A comparison of SOM neural network and hierarchical clustering methods
    • Mangiameli, P., Chen, S.K., and West, D., A comparison of SOM neural network and hierarchical clustering methods. Euro. J. Op. Res., 1996, 93, 402-417.
    • (1996) Euro. J. Op. Res. , vol.93 , pp. 402-417
    • Mangiameli, P.1    Chen, S.K.2    West, D.3
  • 19
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • Milligan, G.W. and Cooper, M.C., An examination of procedures for determining the number of clusters in a data set. Psychometrika, 1985, 50, 159-179.
    • (1985) Psychometrika , vol.50 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 20
    • 0000235019 scopus 로고
    • A study of standardization of variables in cluster analysis
    • Milligan, G.W. and Cooper, M.C., A study of standardization of variables in cluster analysis. J. Classification, 1988, 5, 181-204.
    • (1988) J. Classification , vol.5 , pp. 181-204
    • Milligan, G.W.1    Cooper, M.C.2
  • 21
    • 0000470917 scopus 로고
    • Cluster analysis in marketing research: Review and suggestions for application
    • Punj, G. and Stewart, D.W., Cluster analysis in marketing research: review and suggestions for application. J. Market. Res., 1983, 20, 134-148.
    • (1983) J. Market. Res. , vol.20 , pp. 134-148
    • Punj, G.1    Stewart, D.W.2
  • 22
    • 0031629991 scopus 로고    scopus 로고
    • Cell formation in group technology: Review, evaluation and directions for future research
    • Selim, H.M., Askin, R.G. and Vakharia, A.J., Cell formation in group technology: Review, evaluation and directions for future research. Computers Indust. Eng., 1998, 34, 3-20.
    • (1998) Computers Indust. Eng. , vol.34 , pp. 3-20
    • Selim, H.M.1    Askin, R.G.2    Vakharia, A.J.3
  • 25
    • 0006519201 scopus 로고    scopus 로고
    • SOM Toolbox for Matlab 5. Report A57
    • Helsinki University of Technology, Espoo, Finland
    • Vesanto, J., Himberg, J., Alhoniemi, E. and Parhankangas, J., SOM Toolbox for Matlab 5. Report A57. Technical Report, 2000, Helsinki University of Technology, Espoo, Finland.
    • (2000) Technical Report
    • Vesanto, J.1    Himberg, J.2    Alhoniemi, E.3    Parhankangas, J.4
  • 26
    • 0036095108 scopus 로고    scopus 로고
    • Data exploration process based on the self-organizing map
    • Mathematics and Computing Series No. 115, Espoo, Finland
    • Vesanto, J., Data exploration process based on the self-organizing map. Acta Polytechnica Scandinavica, Mathematics and Computing Series No. 115, 2002, Espoo, Finland.
    • (2002) Acta Polytechnica Scandinavica
    • Vesanto, J.1
  • 27
    • 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. and Kaiser, H.A., A comparison of the classification capabilities of the 1-dimensional Kohonen neural network with two partitioning and three hierarchical cluster analysis algorithms. Psychometrika, 1998, 63, 5-22.
    • (1998) Psychometrika , vol.63 , pp. 5-22
    • Waller, N.G.1    Kaiser, H.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.