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Big and deep hype and hope: On the special issue for deep learning and big data in healthcare
OtherAbstract:Palabras claves:Autores:Jose Luis Rojo-ÁlvarezFuentes:scopusA big data approach to customer relationship management strategy in hospitality using multiple correspondence domain description
ArticleAbstract: COVID-19 has hit the hotel sector in a hitherto unknown way. This situation is producing a fundamentPalabras claves:BIG DATA, Categorical features, Customer relationship management, Domain descrip-tion, hospitality, kernel methods, Multiple correspondence analysis, StrategyAutores:González-Serrano L., Jose Luis Rojo-Álvarez, Muoz-Romero S., Soguero-Ruiz C., Talón-Ballestero P.Fuentes:scopusDeep learning and big data in healthcare: A double review for critical beginners
ReviewAbstract: In the last few years, there has been a growing expectation created about the analysis of large amouPalabras claves:BIG DATA, DATABASES, deep learning, electrocardiogram, Healthcare, Machine learning, MIMIC, Review, Statistical learningAutores:Bote-Curiel L., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Muoz-Romero S.Fuentes:scopusAn accurate probabilistic model for TVWS identification
ArticleAbstract: Television White Spaces (TVWS)-based cognitive radio systems can improve spectrum efficiency by faciPalabras claves:detection probability, dynamic spectrum access, False alarm probability, TVWSAutores:Ahmed S., Awin F., Danilo Corral-De-Witt, Jose Luis Rojo-Álvarez, Tepe K.Fuentes:scopusElectrocardiographic fragmented activity (I): Physiological meaning of multivariate signal decompositions
ArticleAbstract: Recent research has proven the existence of statistical relation among fragmented QRS and several hiPalabras claves:eCG, Fragmentation analysis, Fragmentation detection, ICA, Multivariate techniques, PCaAutores: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: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:scopusMultiple correspondence analysis of emergencies attended by integrated security services
ArticleAbstract: A public safety answering point (PSAP) receives thousands of security alerts and attends a similar nPalabras claves:bootstrap resampling, ECU-911, First-response institutions, Multiple correspondence analysis, Parzen windows, public-safety answering pointAutores:Danilo Corral-De-Witt, Jose Luis Rojo-Álvarez, Muoz-Romero S., Ricardo Carrera, Tepe K.Fuentes:scopusOn the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection
ArticleAbstract: Artificial intelligence (AI) is rapidly shaping the global financial market and its services due toPalabras claves:cbkp_redit fraud detection, Explainable machine learning, feature selection, interpretabilityAutores:Chaquet-Ulldemolins J., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Moral-Rubio S., Muoz-Romero S.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 (I): Empowering discounted cash flow valuation
ArticleAbstract: The Discounted Cash Flow (DCF) method is probably the most extended approach used in company valuatiPalabras claves:CASH FLOW, discount rate, Discounted cash flow, enterprise value, linear regression, Machine learning, Private equity, stock market, ValuationAutores:Germania Vayas-Ortega, Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Soguero-Ruiz C.Fuentes:scopus