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Un algoritmo de clasificación incremental basado en los k vecinos más similares para datos mezclados.

Authors :
Sánchez-Díaz, Guillermo
Escobar-Franco, Uriel E.
Morales-Manilla, Luis R.
Piza-Dávila, Iván
Aguirre-Salado, Carlos
Franco-Arcega, Anilu
Source :
Revista Facultad de Ingeniería Universidad de Antioquia. jun2013, Issue 67, p19-30. 12p.
Publication Year :
2013

Abstract

This paper presents an incremental k-most similar neighbor classifier, for mixed data and similarity functions that are not necessarily distances. The algorithm presented is suitable for processing large data sets, because it only stores in main memory the k most similar neighbors processed until step t, traversing only once the training data set. Several experiments with synthetic and real data are presented. [ABSTRACT FROM AUTHOR]

Details

Language :
Spanish
ISSN :
01206230
Issue :
67
Database :
Academic Search Index
Journal :
Revista Facultad de Ingeniería Universidad de Antioquia
Publication Type :
Academic Journal
Accession number :
97255046
Full Text :
https://doi.org/10.17533/udea.redin.16307