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Comparison of fuzzy rules and SVM approach to the value estimation of the use case parameters

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86086959" target="_blank" >RIV/61989100:27240/13:86086959 - isvavai.cz</a>

  • Result on the web

    <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6608501" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6608501</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/IFSA-NAFIPS.2013.6608501" target="_blank" >10.1109/IFSA-NAFIPS.2013.6608501</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Comparison of fuzzy rules and SVM approach to the value estimation of the use case parameters

  • Original language description

    One of the most important things during a project planning is the estimation of the project cost. Many decisions during project estimation and planning are based on previous experience and competency of a manager. Evaluated completed projects provide rich knowledge about similar decisions and reality. This paper focuses on the comparison of two supportive methods for the approach how to estimate value of specific project parameters utilizing parameterized use case model. The methods that are used are SOM for clustering similar use-cases, fuzzy rules and SVM for calculation of the estimated parameter value. 2013 IEEE.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013

  • ISBN

    978-1-4799-0347-4

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    789-794

  • Publisher name

    Elsevier

  • Place of publication

    SAN DIEGO

  • Event location

    Edmonton

  • Event date

    Jun 24, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article