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A group lasso based method for automatic physiological rhythm analysis
Conference ObjectAbstract: Physiological rhythms arise from nonlinear interactions between biological mechanisms and environmenPalabras claves:Autores:Barquero-Perez O., Figuera-Pozuelo C., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-ÁlvarezFuentes:scopusAdvanced support vector machines for 802.11 indoor location
ArticleAbstract: Due to the proliferation of ubiquitous computing services, locating a device in indoor scenarios hasPalabras claves:Autocorrelation kernel, Complex support vector machines, fingerprinting, IEEE 802.11, indoor location, SUPPORT VECTOR MACHINESAutores:Caamaño-Fernández A.J., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Wilby M.R.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:scopusPhysiological feature analysis in Heart Rate Turbulence using LASSO model
Conference ObjectAbstract: Heart Rate Turbulence (HRT) is a relevant cardiac risk stratification criterion. It is usually assesPalabras claves:Autores:Barquero-Perez O., Figuera-Pozuelo C., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Mora-Jimnez I.Fuentes:scopusTraffic sign segmentation and classification using statistical learning methods
ArticleAbstract: Traffic signs are an essential part of any circulation system, and failure detection by the driver mPalabras claves:Chromatic and achromatic segmentations, classification, Driver support system, Fourier descriptors, Machine learning techniques, Traffic sign detectionAutores:Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Mora-Jimnez I.Fuentes:scopusSpectrally adapted Mercer kernels for support vector nonuniform interpolation
ArticleAbstract: Interpolation of nonuniformly sampled signals in the presence of noise is a widely analyzed problemPalabras claves:Autocorrelation kernel, Mercer Kernel, Nonuniform interpolation, Support Vector RegressionAutores:Barquero-Perez O., Caamaño-Fernández A.J., Figuera-Pozuelo C., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopus