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IDD: A supervised interval distance-based method for discretization
ArticleAbstract: This paper introduces a new method for supervised discretization based on interval distances by usinPalabras claves:classification, Interval distances, Ordinal regression, Supervised discretizationAutores:Agell N., Cecilio Angulo Bahón, Ruiz F.J.Fuentes:scopusConcerning nuclei, distances, and similitudes among intervals
ArticleAbstract: A high number of applications exists where the information to code comes expressed as an interval ofPalabras claves:Analysis Interval, Distances, Machine Kernel, Qualitative reasoning, similarityAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A., Ruiz F.J., Velasco F.Fuentes:scopusA discretization process in accordance with a qualitative ordered output
Conference ObjectAbstract: This paper lies within the domain of supervised discretization methods. The methodology aims at idenPalabras claves:Qualitative reasoning, Supervised discretizationAutores:Agell N., Cecilio Angulo Bahón, Prats F., Rovira X., Ruiz F.J., Sánchez M.Fuentes:scopusA learning system for adjustment processes based on human sensory perceptions
ArticleAbstract: Creating, designing and adjusting products are essential decision processes underlying creative induPalabras claves:Artificial cognitive systems, Color adjustment, Color formulation, Expert knowledge managementAutores:Agell N., Cecilio Angulo Bahón, Ruiz F.J., Sánchez M.Fuentes:scopusA transformational creativity tool to support musical composition
Conference ObjectAbstract: In this paper we use the idea of conceptual space introduced by Boden and redefine some properties sPalabras claves:Computational creativity, Music composition, Transformational creativityAutores:Agell N., Cecilio Angulo Bahón, Raya C., Ruiz F.J., Samà A.Fuentes:scopusIntersection and signed-intersection kernels for intervals
Conference ObjectAbstract: In this paper two kernels for interval data based on the intersection operation are introduced. On tPalabras claves:interval analysis, kernel methods, Qualitative reasoningAutores:Agell N., Cecilio Angulo Bahón, Ruiz F.J.Fuentes:scopusKernel machines for non-vectorial data
Conference ObjectAbstract: This work presents a short introduction to the main ideas behind the design of specific kernel functPalabras claves:Autores:Agell N., Cecilio Angulo Bahón, Mallofre A.C., Ruiz F.J.Fuentes:scopusSupport Vector Machines for color adjustment in automotive basecoat
Conference ObjectAbstract: Traditionally, Computer Colorant Formulation has been implemented using a theory of radiation transfPalabras claves:Artificial Intelligence, Color adjustment, Color formulation, Decision Support Systems, Support Vector MachineAutores:Agell N., Cecilio Angulo Bahón, Ruiz F.J.Fuentes:scopusMulti-classification by using tri-class SVM
ArticleAbstract: The standard form for dealing with multi-class classification problems when bi-classifiers are usedPalabras claves:Bi-classifier, Multi-classification, Ordinal regression, Support Vector MachineAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A., Ruiz F.J.Fuentes:scopusNature-inspiration on kernel machines: Data mining for continuous and discrete variables
Conference ObjectAbstract: Kernel Machines, like Support Vector Machines, have been frequently used, with considerable success,Palabras claves:Autores:Agell N., Cecilio Angulo Bahón, Ruiz F.J.Fuentes:scopus