All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Municipal Creditworthiness Modelling by means of Fuzzy Inference Systems and Neural Networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F07%3A00005299" target="_blank" >RIV/00216275:25410/07:00005299 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Municipal Creditworthiness Modelling by means of Fuzzy Inference Systems and Neural Networks

  • Original language description

    The paper presents the design of municipal creditworthiness parameters. Municipal creditworthiness modelling is realized by fuzzy logic based systems and by unsupervised methods. Therefore, current designs of hierarchical structures of Mamdani-type fuzzyinference systems and their analysis are introduced. Cluster analysis, fuzzy cluster analysis and self-organizing feature maps seem to be preferable in terms of unsupervised modelling.

  • Czech name

    Modelování bonity obcí pomocí fuzzy inferenčních systémů a neuronových sítí

  • Czech description

    Článek uvádí návrh parametrů bonity obcí. Modelování bonity obcí je realizováno pomocí metod na bázi fuzzy logiky a pomocí metod učení bez učitele. Proto jsou uvedeny návrhy hierarchických struktur fuzzy inferenčních systémů typu Mamdani a jejich analýza. Jako metody bez učitele jsou vhodné shluková analýza, fuzzy shluková analýza a samoorganizující se mapy.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/SP%2F4I2%2F60%2F07" target="_blank" >SP/4I2/60/07: Indicators for assessment and simulation of interactions among environment, economics and social connections</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2007

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    4th International Conference on Information Systems and Technology Management, TECSI-FEA USP

  • ISBN

    978-85-99693-02-5

  • ISSN

  • e-ISSN

  • Number of pages

    23

  • Pages from-to

    586-608

  • Publisher name

    Universidade de Sao Paulo

  • Place of publication

    Sao Paulo

  • Event location

    Sao Paulo, Brazil

  • Event date

    May 30, 2007

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article