Evolving Tree Algorithm Modifications (Articolo in rivista)

Type
Label
  • Evolving Tree Algorithm Modifications (Articolo in rivista) (literal)
Anno
  • 2007-01-01T00:00:00+01:00 (literal)
Alternative label
  • Rizzo Riccardo, Pirrone Roberto, Cannella Vincenzo (2007)
    Evolving Tree Algorithm Modifications
    in Lecture notes in computer science
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Rizzo Riccardo, Pirrone Roberto, Cannella Vincenzo (literal)
Pagina inizio
  • 356 (literal)
Pagina fine
  • 364 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 4881- (literal)
Rivista
Note
  • ISI Web of Science (WOS) (literal)
Titolo
  • Evolving Tree Algorithm Modifications (literal)
Abstract
  • There are many variants of the original self-organizing neural map algorithm proposed by Kohonen. One of the most recent is the Evolving Tree, a tree-shaped self-organizing network which has many interesting characteristics. This network builds a tree structure splitting the input dataset during learning. This paper presents a speed-up modification of the original training algorithm useful when the Evolving Tree network is used with complex data as images or video. After a measurement of the effectiveness an application of the modified algorithm in image segmentation is presented. (literal)
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