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A Proposal to Evolving Towards Digital Twins in Healthcare
Conference ObjectAbstract: The main objective in this proposal is to orchestrate an ecosystem of manipulation of reliable and sPalabras claves:DIGITAL TWIN, GaN, Healthcare, proposalAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Ortega J.A., Raya C.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 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: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: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: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:googlescopusDual unification of bi-class support vector machine formulations
ArticleAbstract: Support vector machine (SVM) theory was originally developed on the basis of a linearly separable biPalabras claves:Bi-classification, Convex hull, Large margin principle, Optimization, SVMAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Mallofre A.C., Velasco F.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:scopus