New self-organizing algorithms for topological maps

Self-organizing Maps (SOM) were developed by Kohonen in late 1980's in response to the growing amount of large data sets required to represent a problem for thorough analysis with standard tools and techniques. SOMs are widely used in many applications including machine vision and image analysi...

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Detalhes bibliográficos
Autor principal: Xu, Pengfei
Outros Autores: Chang Chip Hong
Formato: Tese
Idioma:English
Publicado em: 2010
Assuntos:
Acesso em linha:https://hdl.handle.net/10356/20865