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Volumn , Issue , 2008, Pages 205-234

Visualizing Symbolic Data by Kohonen Maps

Author keywords

Clustering and class prototype construction; Dissimilarity measures, cluster prototypes and kernel functions; Interval type data matrix; Kohonen and SYKSOM approach; Principal component analysis (PCA); Prototype hypercube; Rectangular lattice; Symbolic generalized canonical analysis (SGCA); Symbolic principal component analysis (SPCA); Topological correctness

Indexed keywords


EID: 79953063674     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470723562.ch12     Document Type: Chapter
Times cited : (12)

References (14)
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  • 2
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    • (1974) Automatische Klassifikation
    • Bock, H.-H.1
  • 3
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    • Simultaneous visualization and clustering methods as an alternative to Kohonen maps
    • G. Della Riccia, H.-J. Lenz and R. Kruse (eds), Springer-Verlag, Vienna
    • Bock, H.-H. (1997) Simultaneous visualization and clustering methods as an alternative to Kohonen maps. In G. Della Riccia, H.-J. Lenz and R. Kruse (eds), Learning, Networks and Statistics, pp. 67-85. Springer-Verlag, Vienna.
    • (1997) Learning, Networks and Statistics , pp. 67-85
    • Bock, H.-H.1
  • 4
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    • Clustering and neural networks
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    • (1998) Advances in Data Science and Classification , pp. 265-277
    • Bock, H.-H.1
  • 5
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    • Clustering and neural network approaches
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    • (1999) Classification in the Information Age , pp. 42-57
    • Bock, H.-H.1
  • 8
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    • Optimization in symbolic data analysis: dissimilarities, class centers, and clustering
    • D. Baier, R. Decker, L. Schmidt-Thieme (eds), Springer-Verlag, Berlin
    • Bock, H.-H. (2005) Optimization in symbolic data analysis: dissimilarities, class centers, and clustering. In D. Baier, R. Decker, L. Schmidt-Thieme (eds), Data Analysis and Decision Support, pp. 3-10. Springer-Verlag, Berlin.
    • (2005) Data Analysis and Decision Support , pp. 3-10
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  • 9
    • 0004077589 scopus 로고    scopus 로고
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  • 11
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    • Generalized Minkowski metrics for mixed feature type data analysis
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    • (1994) IEEE Transactions on Systems, Man and Cybernetics , vol.24 , Issue.4 , pp. 698-708
    • Ichino, M.1    Yaguchi, H.2
  • 12
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    • Self-organized formation of topologically correct feature maps
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  • 14
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    • Some methods for classification and analysis of multivariate observations
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.