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Cold-Start Promotional Sales Forecasting through Gradient Boosted-Based Contrastive Explanations
ArticleAbstract: Multiple Machine Learning solutions in Industry exist where interpretability is required. In retail,Palabras claves:Cold-start forecasting, contrastive explanations, interpretable ML (iML), retail promotions, supply chainAutores:Aguilar-Palacios C., Jose Luis Rojo-Álvarez, Muoz-Romero S.Fuentes:scopusComparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records
Conference ObjectAbstract: Optical cardiac mapping is an experimental method developed to record the electrical behavior of thePalabras claves:cardiac, FIR, IIR, Optical mappingAutores:David Rivas-Lalaleo, Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mónica Karel Huerta, Moreno-Planas J., Muoz-Romero S., Víctor Rubén Bautista NaranjoFuentes:googlescopusAuto-cropping of phone camera color images to segment cardiac signals in ECG printouts
Conference ObjectAbstract: Digital analysis of the bio-electrical signals allows us to obtain valuable information for clinicalPalabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lozano-Fernandez F., Mora-Jimnez I., Muoz-Romero S., Sanromán-Junquera M.Fuentes:scopusAn approach to new methods for digital signal processing on optical mapping sequences and electrical mapping
Conference ObjectAbstract: Optical Mapping (OM) sequences represent a very useful tool for registering cardiac bioelectric actiPalabras claves:Autores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Moreno-Planas J., Muoz-Romero S., Sanromán-Junquera M., Soguero-Ruiz C.Fuentes:scopusAnalyzing and forecasting electrical load consumption in healthcare buildings
ArticleAbstract: Healthcare buildings exhibit a different electrical load pbkp_redictability depending on their sizePalabras claves:Electrical load forecasting, ensemble, Healthcare buildings, Orthonormal partial least squares, Power consumption, Principal Component Analysis, Unsupervised processingAutores:Diego Gustavo Arcos Avilés, Iglesias-Casarrubios P., Lopez-Ramos L.M., Marques A.G., Muoz-Romero S., Rodolfo Gordillo-Orquera, Rojo-Lvarez J.L.Fuentes:scopusA Resampling Univariate Analysis Approach to Ovarian Cancer from Clinical and Genetic Data
ArticleAbstract: Ovarian cancer (OC) is the second most common gynecological malignancy and the gynecological tumor wPalabras claves:bootstrap resampling, data science analytics, genetic data, hypothesis test, Ovarian Cancer, univariate analysisAutores:Barquin A., Bote-Curiel L., Garcia-Donas J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ruiz-Llorente S., Yagüe-Fernández M.Fuentes: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:scopusA new approach to the intracardiac inverse problem using Laplacian distance kernel
ArticleAbstract: Background: The inverse problem in electrophysiology consists of the accurate estimation of the intrPalabras claves:Dual Signal Model, electrophysiology, Inverse Problem, Laplacian, Mercer's kernel, Support Vector RegressionAutores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Muoz-Romero S., Sanromán-Junquera M.Fuentes:scopusData Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome
ArticleAbstract: The analysis of large amounts of data from electronic medical records (EMRs) and daily clinical pracPalabras claves:acute coronary syndrome, bootstrap resampling, data science, Health Information Systems, health statistics, Multivariate analysis, profile representation, Secondary prevention, univariate analysisAutores:Feijoo-Martinez J.R., Fernandez S.M., Flores-Blanco P.J., Garcia-Garcia A., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martínez-Fernández A., Muoz-Romero S., Prieto-Egido I.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:scopus