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scopus(8)
Combining smart tags and body fixed sensors for disabled people assistance
Conference ObjectAbstract: The world population is rapidly aging in industrialized countries and at a growing rate. As well asPalabras claves:Assistive systems, Body monitoring, Multimodal sensor fusionAutores:Álvarez-García J.A., Cecilio Angulo Bahón, Ortega J.A., Pérez C.Fuentes:scopusA 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 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: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: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:scopusStatistical Validation of Synthetic Data for Lung Cancer Patients Generated by Using Generative Adversarial Networks
ArticleAbstract: The development of healthcare patient digital twins in combination with machine learning technologiePalabras claves:Generative Adversarial Network, lung cancer, personalized medicine, validation toolsAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Lopez-Guerra J.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