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EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection

  • Published:2016-07-13 Issue:s1 Volume:20 Page:S37-S51
  • ISSN:1088-467X
  • Container-title:Intelligent Data Analysis
  • language:
  • Short-container-title:IDA

Author:

Rosales-Pérez Alejandro1,Gonzalez Jesus A.2,Coello Carlos A. Coello3,Reyes-Garcia Carlos A.2,Escalante Hugo Jair2

Affiliation:

1. Tecnológico de Monterrey, National School in Engineering and Sciences, Monterrey, Nuevo León, Mexico

2. Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), Computer Science Department, Tonantzintla, Puebla, Mexico

3. Centro de Investigación y de Estudios Avanzados del IPN (CINVESTAV-IPN), Computer Science Department, Mexico City, Mexico

Publisher

IOS Press

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science

Reference22 articles.

1. AMPSO: A new particle swarm method for nearest neighborhood classification;Cervantes;IEEE Trans Sys Man Cy B,2009

2. A fast and elitist multiobjective genetic algorithm: NSGA-II;Deb;IEEE Transactions on Evolutionary Computation,2002

3. Statistical comparisons of classifiers over multiple data sets;Demšar;J Mach Learn Res,2006

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