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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 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: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:googlescopusImproving SVM Classification on Imbalanced Datasets by Introducing a New Bias
ArticleAbstract: Support Vector Machine (SVM) learning from imbalanced datasets, as well as most learning machines, cPalabras claves:bias, Cost-sensitive strategy, Post-processing, SMOTE, Support Vector MachineAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Nuñez H.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: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:scopusThe Emotional Impact of Hotel Room Colour in Spanish and Equatorian Tourists
Conference ObjectAbstract: Research suggests that colour plays an important role in creating wellness emotions in hotel customePalabras claves:colour and emotions, data science, Recommender system, tourism marketing, Touristic imageAutores:Gonzalez-Abril L., Mónica P. Buenaño, Museros L.Fuentes:googlescopus