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Volumn 2006, Issue , 2006, Pages 42-54

MultiSOM: A multiview neural model for accurately analyzing and mining complex data

Author keywords

Association rules; Data analysis; Knowledge extraction; Multiple viewpoints; MultiSOM model; Patent analysis; SOM model; Symbolic model; Unsupervised learning

Indexed keywords

ASSOCIATION RULES; DATA MINING; DATA REDUCTION; GLOBAL OPTIMIZATION; PATENTS AND INVENTIONS; SELF ORGANIZING MAPS; UNSUPERVISED LEARNING;

EID: 33947691673     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CMV.2006.15     Document Type: Conference Paper
Times cited : (6)

References (26)
  • 1
    • 0010204590 scopus 로고
    • Using Neural Networks To Study Networks of Scientific Journals
    • Campanario, J. M. (1995). Using Neural Networks To Study Networks of Scientific Journals, Scientometrics, Vol. 33 No. 1, p. 23-40.
    • (1995) Scientometrics , vol.33 , Issue.1 , pp. 23-40
    • Campanario, J.M.1
  • 5
    • 0024732792 scopus 로고
    • Connectionist Learning Procedures
    • Hinton, G. E. (1989). Connectionist Learning Procedures, Artificial Intelligence, 40 p. 185-234.
    • (1989) Artificial Intelligence , vol.40 , pp. 185-234
    • Hinton, G.E.1
  • 6
    • 0344972929 scopus 로고    scopus 로고
    • WEBSOM-self organizing maps of document collections
    • Kaski, S., Honkela, T., Lagus, K., & Kohonen, T. (1998). WEBSOM-self organizing maps of document collections, Neurocomputing, vol. 21, pp. 101-117.
    • (1998) Neurocomputing , vol.21 , pp. 101-117
    • Kaski, S.1    Honkela, T.2    Lagus, K.3    Kohonen, T.4
  • 7
    • 0025489075 scopus 로고
    • The Self-Organizing Map
    • Kohonen, T. (1990). The Self-Organizing Map, Proceedings of the IEEE, 78 No 9, p. 1464-1480.
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 10
    • 0347295352 scopus 로고    scopus 로고
    • Adaptative browsing for information discovery in an iconographic context
    • Paris
    • Lamirel, J-C., Ducloy, J., & Oster, G. (2000). Adaptative browsing for information discovery in an iconographic context, In Conference Proceedings RIAO, Paris, Vol. 2, p. 1657-1672.
    • (2000) Conference Proceedings RIAO , vol.2 , pp. 1657-1672
    • Lamirel, J.-C.1    Ducloy, J.2    Oster, G.3
  • 11
    • 33947633269 scopus 로고    scopus 로고
    • A Hybrid Classification Method for Database Contents Analysis
    • Lamirel J.C., Toussaint, Y., & Al Shehabi, S. (2003). A Hybrid Classification Method for Database Contents Analysis, FLAIRS Conference, p. 286-292.
    • (2003) FLAIRS Conference , pp. 286-292
    • Lamirel, J.C.1    Toussaint, Y.2    Al Shehabi, S.3
  • 12
    • 3142699390 scopus 로고    scopus 로고
    • New classification quality estimators for analysis of documentary information: Application to web mapping
    • Lamirel J.C., Al Shehabi, S., François, C., & Hoffmann M. (2004). New classification quality estimators for analysis of documentary information: application to web mapping, Scientometrics, Vol. 60, No. 3, p. 445-462.
    • (2004) Scientometrics , vol.60 , Issue.3 , pp. 445-462
    • Lamirel, J.C.1    Al Shehabi, S.2    François, C.3    Hoffmann, M.4
  • 13
    • 6344252699 scopus 로고    scopus 로고
    • Using a compound approach based on elaborated neural network for Webometrics: An example issued from the EICSTES Project
    • Lamirel J.C., Al Shehabi, S., François, C., & Polanco, X. (2004). Using a compound approach based on elaborated neural network for Webometrics: an example issued from the EICSTES Project. Scientometrics, Vol. 61, No. 3, p. 427-441.
    • (2004) Scientometrics , vol.61 , Issue.3 , pp. 427-441
    • Lamirel, J.C.1    Al Shehabi, S.2    François, C.3    Polanco, X.4
  • 16
    • 84890288907 scopus 로고    scopus 로고
    • A hierarchically growing hyperbolic self-organizing map for rapid structuring of large data sets
    • Paris Panthéon-Sorbonne University
    • Ontrup, J. & Ritter, H. (2005). A hierarchically growing hyperbolic self-organizing map for rapid structuring of large data sets. In Proceedings of 5th Workshop On Self-Organizing Maps - WSOM 05, Paris 1 Panthéon-Sorbonne University.
    • (2005) Proceedings of 5th Workshop On Self-Organizing Maps - WSOM 05 , pp. 1
    • Ontrup, J.1    Ritter, H.2
  • 17
    • 18044401038 scopus 로고    scopus 로고
    • Using Artificial Neural Networks for Mapping of Science and technology: A Multi self-organizing maps Approach
    • Polanco, X., Lamirel, J.C., & François C. (2001). Using Artificial Neural Networks for Mapping of Science and technology: A Multi self-organizing maps Approach, Scientometrics, Vol. 51, No 1, pp. 267-292.
    • (2001) Scientometrics , vol.51 , Issue.1 , pp. 267-292
    • Polanco, X.1    Lamirel, J.C.2    François, C.3
  • 18
    • 33947614458 scopus 로고    scopus 로고
    • Polanco, X., & François, C. (2000a). Data Classing and Class Mapping or Visualization in Text Processing and Mining, Dynamism and Stability in Knowledge Organization. Proceedings of the Sixth international ISKO Conference, 10-13 July 2000, Toronto, Canada. Edited by C. Beghtol, C. L. Howarth, N. J. Williamson. Advances in Knowledge Organization, 7, p. 359-365.
    • Polanco, X., & François, C. (2000a). Data Classing and Class Mapping or Visualization in Text Processing and Mining, Dynamism and Stability in Knowledge Organization. Proceedings of the Sixth international ISKO Conference, 10-13 July 2000, Toronto, Canada. Edited by C. Beghtol, C. L. Howarth, N. J. Williamson. Advances in Knowledge Organization, 7, p. 359-365.
  • 21
    • 33947636945 scopus 로고    scopus 로고
    • Simon, A., & Napoli, A. (1999). Building Viewpoints in an Object-based Representation System for Knowledge Discovery in Databases, Proceedings of IRI'99, Atlanta, Geogia, S. Rubin editor, The International Society for Computers and Their Applications, ISCA, pages 104-108.
    • Simon, A., & Napoli, A. (1999). Building Viewpoints in an Object-based Representation System for Knowledge Discovery in Databases, Proceedings of IRI'99, Atlanta, Geogia, S. Rubin editor, The International Society for Computers and Their Applications, ISCA, pages 104-108.
  • 22
    • 33947624850 scopus 로고    scopus 로고
    • SOM papers, http://www.cis.hut.fi/research/som-bibl/
    • SOM papers
  • 23
    • 33947700163 scopus 로고    scopus 로고
    • Combining Symbolic and Numeric Techniques for Database Content Analysis
    • Budapest, Hungary
    • Toussaint, Y., Lamirel, J.C., & d'Aquin, M. (2001). Combining Symbolic and Numeric Techniques for Database Content Analysis, Proceedings of IEA01, Budapest, Hungary.
    • (2001) Proceedings of IEA01
    • Toussaint, Y.1    Lamirel, J.C.2    d'Aquin, M.3
  • 25
    • 33947682530 scopus 로고    scopus 로고
    • White, H. D., Lin, X., & McCain, K.W. (1998). Two Modes of Automated Domain Analysis: Multidimensional Scaling vs Kohonen Feature Mapping of Information Science Authors, in Structures and Relations in Knowledge Organization. Proceeding of the Fifth International ISKO Conference, Lille, 25-29 August 2000. Edited by W. Mustafa el Hadi, J. Maniez, S., A. Politt. Advances in Knowledge Organization, 6, p. 57-63.
    • White, H. D., Lin, X., & McCain, K.W. (1998). Two Modes of Automated Domain Analysis: Multidimensional Scaling vs Kohonen Feature Mapping of Information Science Authors, in Structures and Relations in Knowledge Organization. Proceeding of the Fifth International ISKO Conference, Lille, 25-29 August 2000. Edited by W. Mustafa el Hadi, J. Maniez, S., A. Politt. Advances in Knowledge Organization, 6, p. 57-63.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.