Skip to main content
SpringerLink
Log in

Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map

  • Conference paper
Artificial Intelligence and Soft Computing - ICAISC 2004 (ICAISC 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3070))

Included in the following conference series:

  • 1315 Accesses

Abstract

The paper describes a proposed method of modification of self-organizing map and its application to special cluster analysis (delivering the information about selected essential feature, which values derive from an ordered set) and also to estimation of the selected (basic) feature for newly occurring patterns. The utilization of this technique in the issue of real estate appraisal has been described. The visualizations of a cluster map, selected estimation maps and numerical results for this problem have been presented.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Kohonen, T.: Self-organizing Maps. Springer, Berlin (1995)

    Google Scholar 

  2. Lula, P.: Feed-forward Neural Networks in the Modelling of Economic Phenomena. Cracow University of Economics, Cracow (1999) (in Polish)

    Google Scholar 

  3. Morajda, J.: Neural Networks and Their Economic Applications. In: Artificial Intelligence and Security in Computing Systems - Proc. of the 9th International Conference ACS 2002, Kluwer Academic Publishers, Boston (2003)

    Google Scholar 

  4. Witkowska, D.: Artificial Neural Networks in Economic Analyses. Lódź (1999) (in Polish)

    Google Scholar 

  5. Zieliński, J.S. (ed.): Intelligent Systems in Management - Theory and Practice. Scientific Publishing House PWN, Warsaw (2000) (in Polish)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science, Cracow University of Economics, Rakowicka 27, 31-510, Cracow, Poland

    Janusz Morajda

Authors
  1. Janusz Morajda
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Artificial Intelligence, Academy of Humanities and Economics, Poland

    Leszek Rutkowski

  2. German Research Center of Artificial Intelligence (DFKI), Germany

    Jörg H. Siekmann

  3. Institute of Automatics, AGH University of Science and Technology, Al. Mickiewicza 30, PL-30-059, Kraków, Poland

    Ryszard Tadeusiewicz

  4. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Initiative in Soft Computing (BISC), 94720-1776, Berkeley, CA

    Lotfi A. Zadeh

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Morajda, J. (2004). Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds) Artificial Intelligence and Soft Computing - ICAISC 2004. ICAISC 2004. Lecture Notes in Computer Science(), vol 3070. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24844-6_98

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-24844-6_98

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22123-4

  • Online ISBN: 978-3-540-24844-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics

Search

Navigation