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Network layout visualization based on sammon's projection

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86089183" target="_blank" >RIV/61989100:27240/13:86089183 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/13:86089183

  • Result on the web

    <a href="http://dx.doi.org/10.1109/INCoS.2013.43" target="_blank" >http://dx.doi.org/10.1109/INCoS.2013.43</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/INCoS.2013.43" target="_blank" >10.1109/INCoS.2013.43</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Network layout visualization based on sammon's projection

  • Original language description

    Visualization is an important part of Network Analysis. It helps to find features of the network that are not easily identifiable. In this paper we present our approach to the visualization of weighted networks based on Sammon's projection. The network may be seen as a set of data points in the space induced by the incidence relation or as a symmetric matrix of vertex distances. We propose several methods for construction of the input for the Sammon's projection and discuss the effect of the particularmethods on the final layout. Results are illustrated using several networks in the 2D layout. Presented experiments use the well-known Karate club network and weighted co-authors network based on the DBLP database.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • 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

    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 - 5th International Conference on Intelligent Networking and Collaborative Systems, INCoS 2013

  • ISBN

    978-0-7695-4988-0

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    244-249

  • Publisher name

    IEEE

  • Place of publication

    New York

  • Event location

    Xi'an

  • Event date

    Sep 9, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article