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Signal Processing(2)
ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence(1)
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A review of kernel methods in ECG signal classification
Book PartAbstract: Kernel methods have been shown to be effective in the analysis of electrocardiogram (ECG) signals. TPalabras claves:Autores:Caamaño-Fernández A.J., Camps-Valls G., Guerrero-Martínez J.F., 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:scopusFetal heart rate analysis for automatic detection of perinatal hypoxia using normalized compression distance and machine learning
ArticleAbstract: Accurate identification of Perinatal Hypoxia from visual inspection of Fetal Heart Rate (FHR) has bePalabras claves:Fetal heart rate, Heart Rate Variability, information theory, Normalized Compression Distance, Perinatal hypoxiaAutores:Barquero-Perez O., Caamaño-Fernández A.J., García-Viruete B., Goya-Esteban R., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Martín-Caballero C., Santiago-Mozos R.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