Self Organizing Maps Applications and Novel Algorithm Design

• Andere auteurs: Igadwa Mwasiagi, Josphat (Redacteur)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: IntechOpen 2011
• Onderwerpen: Neural networks & fuzzy systems; Artificial intelligence
• Online toegang: DOAB: download the publication; DOAB: description of the publication

Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those which tend to handle high dimensional data. SOM can be used for the clustering of genes in the medical field, the study of multi-media and web based contents and in the transportation industry, just to...