SciELO - Scientific Electronic Library Online

 
 issue50Conrprop: an algorithm for nonlinear optimization with constraintKnowledge management in a software process improvement program in micro, small and medium-sized enterprises: KMSPI Model author indexsubject indexarticles search
Home Pagealphabetic serial listing  

Services on Demand

Journal

Article

Indicators

Related links

  • On index processCited by Google
  • Have no similar articlesSimilars in SciELO
  • On index processSimilars in Google

Share


Revista Facultad de Ingeniería Universidad de Antioquia

Print version ISSN 0120-6230On-line version ISSN 2422-2844

Abstract

ESCOBAR FRANCO, Uriel  and  SANCHEZ DIAZ, Guillermo. The incremental voting algorithm INC-ALVOT for supervised classification. Rev.fac.ing.univ. Antioquia [online]. 2009, n.50, pp.195-204. ISSN 0120-6230.

In this paper, an incremental supervised classifier called INC-ALVOT (incremental voting algorithm) is presented. This algorithm allows handle mixed data sets which do not keep in main memory. Besides, it allows that when the classification of a goal object was realize, new objects are incorporated in original database, carrying out a minimal operations for the classification of goal object with the expanded data set. Result obtained with the proposed algorithm and classical ALVOT algorithm on different real data sets is presented.

Keywords : Clasificación supervisada; algoritmos de votación; algoritmos incrementales; Supervised classification; voting algorithms; incremental algorithms.

        · abstract in Spanish     · text in Spanish     · Spanish ( pdf )

 

Creative Commons License All the contents of this journal, except where otherwise noted, is licensed under a Creative Commons Attribution License