Departamento de Ciencias de la Computación

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Browsing Departamento de Ciencias de la Computación by Subject "Access Methods"

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    Using large databases and self-organizing maps without tears
    (Scopus, 2006) Bedregal, Carlos; Cuadros Vargas, Ernesto
    Nowadays the need to process lots of complex multimedia databases is more frequent. Recent investigations such as MAM-SOM* and SAM-SOM* families propose the combination of Self-Organizing Maps (SOM) with Access Methods for a faster similarity information retrieval. In this investigation we present experimental results using recent Access Methods such as Slim-Tree and Omni-Sequential that show the improvement acquired by these techniques and their properties in contrast with a traditional SOM network, observing up to 90% of performance improvement. © 2006 IEEE.