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A mixed learning strategy for finding typical testors in large datasets
Conference ObjectAbstract: This paper presents a mixed, global and local, learning strategy for finding typical testors in largPalabras claves:ALGORITHMS, feature selection, testor theoryAutores:Eduardo Alba-Cabrera, Godoy-Calderon S., González-Guevara V., Julio Ibarra-FialloFuentes:scopusAn overview of the evolution of the concept of testor
ArticleAbstract: In this paper, the historical evolution of the concept of testor is presented. Testors in a bivaluedPalabras claves:Discriminating features, Feature combination, feature selection, TestorAutores:Eduardo Alba-Cabrera, Lazo-Cortes M.S., Ruiz-Shulcloper J.Fuentes:googlescopusGenerating synthetic test matrices as a benchmark for the computational behavior of typical testor-finding algorithms
ArticleAbstract: Each typical testor-finding algorithm has a specific sensibility towards the number of rows, columnsPalabras 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:scopusOn the Relation between the Concepts of Irreducible Testor and Minimal Transversal
ArticleAbstract: This paper aims at studying the relationship between two rather relevant theoretic fields such as GrPalabras claves:Graph Theory, Hitting set, Irreducible testor, Minimal transversal, testor theoryAutores:Carrasco-Ochoa J.A., Eduardo Alba-Cabrera, Fco Martinez-Trinidad J., Godoy-Calderon S., Lazo-Cortes M.S.Fuentes:googlescopusSymbolic Learning for Improving the Performance of Transversal-Computation Algorithms
ArticleAbstract: Using the hypergraphs as the central data structure in dynamic discrete association problems is a coPalabras claves:LEARNING STRATEGY, minimal hitting set, Symbolic learning, transversal hypergraphAutores:Calvo H., Eduardo Alba-Cabrera, Godoy-Calderon S., González-Guevara V.Fuentes:googlescopus