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scopus(23)
Comparison between the Tikhonov and the Bayesian approaches to calculate regularisation matrices
ArticleAbstract: Regularisation is a well-known technique for working with ill-posed and ill-conditioned problems thaPalabras claves:Autores:Cecilio Angulo Bahón, Mallofre A.C.Fuentes:scopusA decision support tool using Order Weighted Averaging for conference review assignment
ArticleAbstract: Assigning papers to reviewers is a large, long and difficult task for conference chairs and scientifPalabras claves:Conference reviewer assignment, Decision Support Systems, OWAAutores:Agell N., Cecilio Angulo Bahón, Nguyen J., Rovira X., Sanchez-Hernandez G.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 note on the bias in SVMs for multiclassification
ArticleAbstract: During the usual SVM biclassification learning process, the bias is chosen a posteriori as the valuePalabras claves:bias, Multiclassification, support vector machine (SVM)Autores:Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A., Velasco F.Fuentes:scopusA post-processing strategy for SVM learning from unbalanced data
Conference ObjectAbstract: Standard learning algorithms may perform poorly when learning from unbalanced datasets. Based on thePalabras claves:Autores:Cecilio Angulo Bahón, Gonzalez-Abril L., Nuñez H.Fuentes:scopusA self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM + 2019
OtherAbstract:Palabras claves:Autores:Cecilio Angulo Bahón, Gibert K., Vellido A.Fuentes:scopusA study on output normalization in multiclass SVMs
ArticleAbstract: The use of binary support vector machines (SVMs) in multi-classification is addressed in this paper.Palabras claves:1-v-r SVM, Convex hull, kernel methods, MulticlassificationAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A., Velasco F.Fuentes:scopusGSVM: An SVM for handling imbalanced accuracy between classes inbi-classification problems
ArticleAbstract: A new support vector machine, SVM, is introduced, called GSVM, which is specially designed for bi-clPalabras claves:classification, Cost-sensitive schemes, Imbalanced accuracy, Imbalanced databases, SUPPORT VECTOR MACHINESAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Nuñez H., Velasco F.Fuentes:scopusGenerating synthetic ecgs using gans for anonymizing healthcare data
ArticleAbstract: In personalized healthcare, an ecosystem for the manipulation of reliable and safe private data shouPalabras claves:Anonymization, Data transformation, eCG, GaN, Healthcare data, sensorsAutores:Cecilio Angulo Bahón, Guarner A., Piacentino E.Fuentes:scopusFAST: A fault analysis software tool
Conference ObjectAbstract: This paper introduces the Fault Analysis Software Tool (FAST) which from a simplified description ofPalabras claves:Autores:Cecilio Angulo Bahón, Duatis J., Puig V.Fuentes:scopus