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Municipal Creditworthiness Modelling by Kohonen´s Self-organizing Feature Maps and LVQ Neural Networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F08%3A00007278" target="_blank" >RIV/00216275:25410/08:00007278 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Municipal Creditworthiness Modelling by Kohonen´s Self-organizing Feature Maps and LVQ Neural Networks

  • Original language description

    The paper presents the design of municipal creditworthiness parameters. Further, a model is designed based on Learning Vector Quantization neural networks for municipal creditworthiness classification. The model is composed of Kohonen?s Self-organizing Feature Maps (unsupervised learning) whose outputs represent the input of the Learning Vector Quantization neural networks (supervised learning).

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    AE - Management, administration and clerical work

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA402%2F08%2F0849" target="_blank" >GA402/08/0849: Model of Sustainable Regional Development Management</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2008

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Artificial Intelligence and Soft Computing ? ICAISC 2008: 9th International Conference Zakopane, Poland, June 22-26, 2008, Proceedings

  • ISBN

    978-3-540-69572-1

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

  • Publisher name

    Springer

  • Place of publication

    Dordrecht

  • Event location

    Zakopane, Polsko

  • Event date

    Jun 26, 2008

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article