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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: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:scopusGenerative adversarial networks for anonymized healthcare of lung cancer patients
ArticleAbstract: The digital twin in health care is the dynamic digital representation of the patient’s anatomy and pPalabras claves:Anonymization, DIGITAL TWIN, Generative Adversarial Network, lung cancerAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Lopez-Guerra J.L., Ortega J.A.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:googlescopusMulti-classification with Tri-class support vector machines. A review
Conference ObjectAbstract: In this article, with the aim to avoid the loss of information that occurs in the usual one-versus-oPalabras claves:Autores:Cecilio Angulo Bahón, Gonzalez-Abril L., Mallofre A.C., Velasco F.Fuentes:scopusOnline 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:scopusIntroducing a 'difficulty factor' for dataset bi-classification using SVM
Conference ObjectAbstract: This paper analyses the difficulty associated to the task of binary classification when a Support VePalabras claves:classification, Complexity, Glass dataset, Lagrange multipliers, SVMAutores:Cecilio Angulo Bahón, Gonzalez-Abril L.Fuentes:scopus