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Entropic statistical description of big data quality in hotel customer relationship management
ArticleAbstract: Customer Relationship Management (CRM) is a fundamental tool in the hospitality industry nowadays, wPalabras claves:BIG DATA, Customer relationship management, Duplicate detection, entropy, Hospitality industry, Levenshtein distance, Mass density function, mutual information, name matching, X-from-M strategyAutores:González-Serrano L., Jose Luis Rojo-Álvarez, Muoz-Romero S., Soguero-Ruiz C., Talón-Ballestero P.Fuentes:scopusFinding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis
Conference ObjectAbstract: Contemporary societies are suffering from negative population growth, with the consequent populationPalabras claves:bootstrap resampling, Chronic conditions, CORRESPONDENCE ANALYSIS, feature selectionAutores:Alonso-Arteaga N., Jose Luis Rojo-Álvarez, Lopez-Fajardo I.C., Mora-Jimnez I., Muoz-Romero S., Rubio-Sánchez M., Soguero-Ruiz C.Fuentes:scopusEvent Analysis on Power Communication Networks with Big Data for Maintenance Forms
ArticleAbstract: High-power electric grid networks require extreme reliability in their associated telecommunicationPalabras claves:BIG DATA, high power, network troubleshooting, power communication, Telecommunication maintenanceAutores:Castro-Fernandez M., Feijoo-Martinez J.R., Jose Luis Rojo-Álvarez, Muoz-Romero S., Soguero-Ruiz C.Fuentes:scopusFrom E-911 to NG-911: Overview and Challenges in Ecuador
ArticleAbstract: For years, emergency attendance institutions in Ecuador worked separately and not all of them had aPalabras claves:ECU 911, Enhanced 911, Next-Generation 911, public-safety answering pointAutores:Danilo Corral-De-Witt, Jose Luis Rojo-Álvarez, Matamoros-Vargas J.A., Muoz-Romero S., Ricardo Carrera, Tepe K.Fuentes:scopusGeneralization and Regularization for Inverse Cardiac Estimators
ArticleAbstract: Electrocardiographic Imaging (ECGI) aims to estimate the intracardiac potentials noninvasively, hencPalabras claves:Cross validation, Electrocardiographic imaging, generalization, out-of-sample estimation, potential, quasielectrostatics superposition, regularizationAutores:Everss-Villalba E., GarcÍa-Alberola A., Gimeno-Blanes F.J., Gutierrez-Fernandez-Calvillo M., Jose Luis Rojo-Álvarez, Melgarejo-Meseguer F.M., Muoz-Romero S.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:scopusEffect of different ventricular arrhythmia origin on cardiac sounds variability using m-mode signals representation
Conference ObjectAbstract: In recent years, interest has been paid to the identification of the arrhythmia anatomical origin inPalabras claves:Autores:Almendral-Garrote J., Barbero-Puchades M., Goya-Esteban R., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ortiz M., Ortiz-Puente R., 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: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:scopus