• DocumentCode
    3640102
  • Title

    Clustering of Words from Czech Written Documents Using GHSOM

  • Author

    Roman Moucek;Pavel Mautner

  • Author_Institution
    Dept. of Comput. Sci. &
  • Volume
    3
  • fYear
    2010
  • Firstpage
    150
  • Lastpage
    153
  • Abstract
    The paper focuses on possibilities of improving categorization of words from input collection of Czech written documents into syntactic categories using the Growing Hierarchical Self-Organizing Map (GHSOM). Clustering on two document collections is presented, results of GHSOM and WEBSOM are compared. The modified GHSOM is introduced.
  • Keywords
    "Syntactics","Context","Semantics","Training","Quantization","Self organizing feature maps","Computer architecture"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
  • ISSN
    2155-6083
  • Print_ISBN
    978-1-4244-9247-3
  • Electronic_ISBN
    2155-6091
  • Type

    conf

  • DOI
    10.1109/GCIS.2010.191
  • Filename
    5709344
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3640102