Mostrando 6 resultados de: 6
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Advances in Intelligent Systems and Computing(1)
Lecture Notes in Networks and Systems(1)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(1)
A Hybrid Method for Characters Recognition using Ant Colony Feature Selection, KNN and Reducts
Conference ObjectAbstract: This work addresses the development of a hybrid method for feature selection and a strategy to classPalabras claves:ant colony feature selection, binary decision trees, exponential complexity, feature selection, handwritten characters recognition, pattern recognitionAutores:Cristhian Cola-Pilicita, Julio Ibarra-Fiallo, Monserrate Intriago-PazmiñoFuentes:googlescopusA 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 theoretical and practical framework for assessing the computational behavior of typical testor-finding algorithms
Conference ObjectAbstract: Although the general relevance of Testor Theory as the theoretical ground for useful feature selectiPalabras claves:feature selection, testor theory, Typical testor algorithmsAutores:Eduardo Alba-Cabrera, Godoy-Calderon S., Julio Ibarra-FialloFuentes:scopusNew strategies for evaluating the performance of typical testor algorithms
Conference ObjectAbstract: Typical testors have been used in feature selection and supervised classification problems in the loPalabras claves:feature selection, Logical combinatorial PR, test matrices, testor theory, typical testors algorithmsAutores:Diego Guilcapi, Eduardo Alba-Cabrera, Julio Ibarra-FialloFuentes:scopusYYC: A fast performance incremental algorithm for finding typical testors
Conference ObjectAbstract: The last few years have seen an important increase in research publications dealing with external tyPalabras claves:feature selection, testor theory, Typical testor algorithmsAutores:Cervantes-Alonso F., Eduardo Alba-Cabrera, Godoy-Calderon S., Julio Ibarra-FialloFuentes:scopusStudy of the Number Recognition Algorithms Efficiency After a Reduction of the Characteristic Space Using Typical Testors
Conference ObjectAbstract: The present work studies an application of typical testors to reduce the space of characteristics usPalabras claves:logistic regression, Number recognition algorithm, Stochastic algorithms, Typical testorAutores:Julio Ibarra-Fiallo, Kuntur Muenala, Monserrate Intriago-PazmiñoFuentes:scopus