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Combination of ECG parameters with support vector machines for the detection of life-threatening arrhythmias
Conference ObjectAbstract: Early detection of ventricular fibrillation (VF) and fast ventricular tachycardia (VT) is crucial foPalabras claves:Autores:Alonso-Atienza F., Fernandez-Martinez L., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Morgado E.Fuentes:scopusDetection of life-threatening arrhythmias using feature selection and support vector machines
ArticleAbstract: Early detection of ventricular fibrillation (VF) and rapid ventricular tachycardia (VT) is crucial fPalabras claves:feature selection (FS), support vector machines (SVM), ventricular fibrillation (VF) detectionAutores:Alonso-Atienza F., Fernandez-Martinez L., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Morgado E.Fuentes:scopusFeature selection using support vector machines and bootstrap methods for ventricular fibrillation detection
Conference ObjectAbstract: Early detection of ventricular fibrillation (VF) is crucial for the success of the defibrillation thPalabras claves:Arrhythmia classification, Bootstrap, feature selection, SUPPORT VECTOR MACHINES, Ventricular fibrillation detectionAutores:Alonso-Atienza F., Camps-Valls G., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Rosado-Muñoz A., Vinagre J.J.Fuentes:scopusNonuniform interpolation of noisy signals using support vector machines
ArticleAbstract: The problem of signal interpolation has been intensively studied in the Information Theory literaturPalabras claves:Dual Signal Model, Interpolation, Mercer's kernel, Nonuniform sampling, Primal signal model, signal, Sinc kernel, support vector machine (SVM)Autores:Alonso-Atienza F., Camps-Valls G., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M.Fuentes:scopusReconstruction of transmembrane currents using support vector machines and its application to endocardial mapping: A model study
Conference ObjectAbstract: Recent endocardial mapping systems reconstruct an instantaneous image of the endocardial electricalPalabras claves:Autores:Alonso-Atienza F., Álvarez D., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Moscoso M.Fuentes:scopusSupport vector machines for robust channel estimation in OFDM
ArticleAbstract: A new support vector machine (SVM) algorithm for coherent robust demodulation in orthogonal frequencPalabras claves:Channel estimation, complex, orthogonal frequency-division multiplexing (OFDM), Robust Estimation, support vector machine (SVM)Autores:Alonso-Atienza F., Fernández-Getino García M.J., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopus