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Communications in Computer and Information Science(1)
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A New Approach for Optimal Selection of Features for Classification Based on Rough Sets, Evolution and Neural Networks
Conference ObjectAbstract: In number recognition, one of the challenges is to deal with the high dimensionality of data that afPalabras claves:accuracy, Evolutionary strategy, exponential complexity, Handwritten number classification, Minimal length, Neural networks, pattern recognition, Super-reductsAutores:Eddy Torres-Constante, Julio Ibarra-Fiallo, Monserrate Intriago-PazmiñoFuentes:googlescopusA New Handwritten Number Recognition Approach Using Typical Testors, Genetic Algorithms, and Neural Networks
Conference ObjectAbstract: In this paper, a method combining three techniques is proposed in order to reduce the amount of featPalabras claves:Evolutionary strategy, Fitness function, Genetic Algorithms, Handwritten number classification, Multi-layer neural network, Typical testorsAutores:Eddy Torres-Constante, Julio Ibarra-Fiallo, Monserrate Intriago-PazmiñoFuentes:googlescopus