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Computing in Cardiology(3)
Applied Sciences (Switzerland)(2)
Expert Systems with Applications(1)
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods(1)
IEEE Access(1)
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Medicina y salud(3)
Métodos informáticos especiales(3)
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ODS 9: Industria, innovación e infraestructura(9)
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ODS 12: Producción y consumo responsables(4)
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scopus(10)
A 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: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:scopusAn interoperable system toward cardiac risk stratification from ECG monitoring
ArticleAbstract: Many indices have been proposed for cardiovascular risk stratification from electrocardiogram signalPalabras claves:ARCHETYPES, Cardiovascular risk stratification, Electronic health records, Heart rate turbulence, Heart Rate Variability, Semantic Interoperability, web systemAutores:Díez-Mazuela D., Fernández T.Q., GarcÍa-Alberola A., García-García A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Ramos-López J., Soguero-Ruiz C.Fuentes:scopusDeal effect curve and promotional models: Using machine learning and bootstrap resampling test
Conference ObjectAbstract: Promotional sales have become in recent years a paramount issue in the marketing strategies of manyPalabras claves:bootstrap resampling, Deal effect curve, MARKETING, Multilayer Perceptron, Promotional modelsAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.Fuentes:scopusELab: A web-based platform to perform HRV and HRT analysis and store cardiac signals
Conference ObjectAbstract: This study aimed to develop a user-friendly, modular and scalable web-based system, that would allowPalabras claves:Autores:Barquero-Perez O., Bravo R., Cabanas M., De La Rosa M., GarcÍa-Alberola A., Garia-Munoz J., Gonzalez I., Jose Luis Rojo-Álvarez, Quintanilla T., Soguero-Ruiz C., Wilby M.R.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:scopusPrediction of healthcare associated infections in an intensive care unit using machine learning and big data tools
Conference ObjectAbstract: Healthcare associated infections (HAIS) can be acquired by patients during their stay in a hospital.Palabras claves:BIG DATA, Healthcare Associated Infections, Intensive Unit Care, Machine learning, RISK FACTORSAutores:Álvarez-Rodríguez J., Jose Luis Rojo-Álvarez, Ramos-Lpez J., Revuelta-Zamorano P., Sanchez A., Soguero-Ruiz C.Fuentes:scopusOn the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison
ArticleAbstract: Sales promotions have become in recent years a paramount issue in the marketing strategies of many cPalabras claves:Bootstrap, Machine learning, MARKETING, Price indices, Promotion, Signal processingAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.Fuentes:scopusWeb application for data exchange and follow-up in Heart Rate Turbulence
Conference ObjectAbstract: Cardiovascular risk stratification is widely used in clinical practice. Heart Rate Turbulence (HRT)Palabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lechuga L., Mora-Jimnez I., Sánchez-Caro A., Soguero-Ruiz C.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:scopus