Mostrando 10 resultados de: 11
Filtros aplicados
Publisher
IEEE Access(5)
Applied Sciences (Switzerland)(3)
Entropy(1)
Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020(1)
Tourism Management(1)
Área temáticas
Dirección general(5)
Métodos informáticos especiales(4)
Ciencias de la computación(3)
Funcionamiento de bibliotecas y archivos(2)
Programación informática, programas, datos, seguridad(2)
Área de conocimiento
Análisis de datos(4)
Aprendizaje automático(3)
Turismo(3)
Big data(2)
Ciencias de la computación(2)
Objetivos de Desarrollo Sostenible
ODS 9: Industria, innovación e infraestructura(10)
ODS 12: Producción y consumo responsables(5)
ODS 17: Alianzas para lograr los objetivos(3)
ODS 16: Paz, justicia e instituciones sólidas(2)
ODS 3: Salud y bienestar(1)
Origen
scopus(11)
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:scopusCold-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: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:scopusForecasting Promotional Sales Within the Neighbourhood
ArticleAbstract: Promotions are a widely used strategy to engage consumers and as such, retailers dedicate immense efPalabras claves:Automated feature selection, non-negative least squares, ONLINE LEARNING, pbkp_redictive models, Promotions, supply chain, weighted k-nearest neighborsAutores:Aguilar-Palacios C., Jose Luis Rojo-Álvarez, Muoz-Romero S.Fuentes:scopusEntropic 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: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: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:scopusUsing big data from Customer Relationship Management information systems to determine the client profile in the hotel sector
ArticleAbstract: Client knowledge remains a key strategic point in hospitality management. However, the role that canPalabras claves:BIG DATA, bootstrap resampling, Client profile, Customer relationship management, Hospitality industry, Hotel chainsAutores:González-Serrano L., Jose Luis Rojo-Álvarez, Muoz-Romero S., Soguero-Ruiz C., Talón-Ballestero P.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:scopus