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On 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: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:scopusOn the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications
ArticleAbstract: The assessment of promotional sales with models constructed by machine learning techniques is arousiPalabras claves:Bootstrap, Machine learning, MARKETING, Price indices, processing, Sales promotionAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.Fuentes:scopusTowards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross
ArticleAbstract: With the emergence of information and communication technologies, a large amount of data has turnedPalabras claves:BIG DATA, Machine learning, organization efficiency, organization management, pbkp_rediction modelAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Rodríguez-Ibáñez M., Soguero-Ruiz C.Fuentes:scopusPbkp_rediction 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 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