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A 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: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:scopusExtracting feeling and life-style semantics from hotel images using colour harmony
Conference ObjectAbstract: An application of a cognitively inspired qualitative colour theory, QCharm, which is able to construPalabras claves:Cognitive image, Colour names, data science, Machine learning, Preferences, Recommender system, sentiment analysis, tourism marketing, Touristic imageAutores:Falomir Z., Gonzalez-Abril L., Mónica P. Buenaño, Museros L., Sanz I.Fuentes:googlescopusOnline motion recognition using an accelerometer in a mobile device
ArticleAbstract: This paper introduces a new method to implement a motion recognition process using a mobile phone fiPalabras claves:Features extraction, pattern recognition, SVMAutores:Cecilio Angulo Bahón, Fuentes D., Gonzalez-Abril L., Ortega J.A.Fuentes:scopusSupport vector machines for interval discriminant analysis
ArticleAbstract: The use of data represented by intervals can be caused by imprecision in the input information, incoPalabras claves:classification, Convex optimization, interval analysis, Kernel machinesAutores:Anguita D., Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A.Fuentes:scopus