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The Selection of Patterns in Training Set for On-Line Neural Network Identification

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F08%3APU76049" target="_blank" >RIV/00216305:26220/08:PU76049 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    The Selection of Patterns in Training Set for On-Line Neural Network Identification

  • Original language description

    The on-line identification algorithms based on neural networks are widely used methods for system identification. As the identification is performed on-line, the number of measurements is increasing continuously, and thus the training set for neural network is growing. The problem is that the size of the training set is limited. This paper describes the novel method for training pattern selection. Presented method improves the performance and stability of the identification.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA102%2F06%2F1132" target="_blank" >GA102/06/1132: Softcomputing in Control</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

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

    International Workshop Control and Information Technology IWCIT 2008

  • ISBN

    80-7078-907-7

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

  • Publisher name

    Neuveden

  • Place of publication

    Neuveden

  • Event location

    Gliwice

  • Event date

    Sep 18, 2008

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article