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Applied Soft Computing Journal(1)
Evolutionary Computation(1)
Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017(1)
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Programación informática, programas, datos, seguridad(2)
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scopus(3)
On the effectiveness of feature selection methods for gait classification under different covariate factors
ArticleAbstract: Gait classification is the problem of recognising individuals by the way in which they walk. The prePalabras claves:Analysis of Variance (ANOVA), Biometrics, feature selection, gait recognition, metaheuristics, Mixed-effects linear modelsAutores:Daolio F., Hernán E. Aguirre, Tanaka K., Yeoh T.W.Fuentes:scopusLearning Variable Importance to Guide Recombination on Many-Objective Optimization
Conference ObjectAbstract: There are numerous many-objective real-world problems in various application domains for which it isPalabras claves:evolutionary algorithm, Machine learning, many-objective optimization, multi-objective optimization, random forest, variable importanceAutores:Daolio F., Derbel B., Hernán E. Aguirre, Liefooghe A., Sagawa M., Tanaka K., Verel S.Fuentes:scopusProblem features versus algorithm performance on rugged multiobjective combinatorial fitness landscapes
ArticleAbstract: In this article, we attempt to understand and to contrast the impact of problem features on the perfPalabras claves:Black-box 0-1 multiobjective problems, Empirical performance modeling, Evolutionary multiobjective optimization, Feature-based analysis, Fitness landscape and problem difficulty, Multilevel multivariate analysis, Random-effects mixed modelsAutores:Daolio F., Hernán E. Aguirre, Liefooghe A., Tanaka K., Verel S.Fuentes:scopus