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Cybersecurity Alert Prioritization in a Critical High Power Grid With Latent Spaces
ArticleAbstract: High-Power electric grid networks require extreme security in their associated telecommunication netPalabras claves:alert manifolds, alert prioritization, deep learning, high power, intrusion detection, latent variables, power communication, Telecommunication securityAutores:Castro-Fernandez M., Feijoo-Martinez J.R., Gimeno-Blanes F.J., Guerrero-Curieses A., Jose Luis Rojo-ÁlvarezFuentes:scopusElectrocardiographic fragmented activity (II): A machine learning approach to detection
ArticleAbstract: Hypertrophic cardiomyopathy, according to its prevalence, is a comparatively common disease relatedPalabras claves:eCG, Fibrosis detection, Fragmentation detection, Machine learning, Multivariate techniquesAutores:GarcÍa-Alberola A., Gimeno-Blanes F.J., Gimeno-Blanes J.R., Jose Luis Rojo-Álvarez, Martínez-Sánchez J., Melgarejo-Meseguer F.M., Salar-Alcaraz M.E.Fuentes:scopusOn the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders
ArticleAbstract: Artificial intelligence (AI) has recently intensified in the global economy due to the great competePalabras claves:Autoencoders, cbkp_redit fraud detection, Explainable machine learning, interpretabilityAutores:Chaquet-Ulldemolins J., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Moral-Rubio S., Muoz-Romero S.Fuentes:scopuson the differential analysis of enterprise valuation methods as a guideline for unlisted companies assessment (II): Applying machine-learning techniques for unbiased enterprise value assessment
ArticleAbstract: The search for an unbiased company valuation method to reduce uncertainty, whether or not it is autoPalabras claves:Bagging trees, Boosting Trees, Company valuation, Decision Trees, enterprise value, feature selection, Machine learning, Non-linear regression techniques, Supervised techniques, Supported vector machineAutores:Germania Vayas-Ortega, Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Rodríguez-Ibáñez M., Soguero-Ruiz C.Fuentes:scopusSudden cardiac risk stratification with electrocardiographic indices - A review on computational processing, technology transfer, and scientific evidence
ReviewAbstract: Great effort has been devoted in recent years to the development of sudden cardiac risk pbkp_redictoPalabras claves:Computational algorithms, Heart rate turbulence, Heart Rate Variability, Risk stratification, Scientific evidence, sudden cardiac death, T-wave alternans, technology transferAutores:Barquero-Perez O., Blanco-Velasco M., GarcÍa-Alberola A., Gimeno-Blanes F.J., Jose Luis Rojo-ÁlvarezFuentes:scopus