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Typology of regional innovation systems in Europe - A neural network approach

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F11%3A39892219" target="_blank" >RIV/00216275:25410/11:39892219 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Typology of regional innovation systems in Europe - A neural network approach

  • Original language description

    The concept of regional innovation systems is discussed in this paper. They are understood as cooperation between companies and institutions in the development and dissemination of knowledge in innovation processes. Previous typologies of regional innovation systems are summarized in order to design a set of input variables characterizing regional innovation systems in Europe. These determinants include three broad categories: economy, R&amp;D and education. Input data are analyzed by the model mergingneural networks and cluster analysis algorithm with the aim of data dimensionality reduction and, moreover, the model makes it possible to visualize regional innovation systems in topological maps. The use of clustering quality index shows that there arenine categories (classes) of regional innovation systems in Europe. These categories have different employment structures.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    AE - Management, administration and clerical work

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2011

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    International Journal of Mathematical Models and Methods in Applied Sciences

  • ISSN

    1998-0140

  • e-ISSN

  • Volume of the periodical

    5

  • Issue of the periodical within the volume

    3

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    9

  • Pages from-to

    463-471

  • UT code for WoS article

  • EID of the result in the Scopus database