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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: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: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:scopusCausal Quantification of Cannibalization during Promotional Sales in Grocery Retail
ArticleAbstract: In food and grocery retail, sales cannibalisation during promotions occurs when a promoted product hPalabras claves:Causal inference, interpretable machine learning (iML), retail promotions, sales cannibalization, supply chainAutores:Aguilar-Palacios C., Jose Luis Rojo-Álvarez, Muoz-Romero S.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: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: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:scopusOn the Statistical and Temporal Dynamics of Sentiment Analysis
ArticleAbstract: Despite the broad interest and use of sentiment analysis nowadays, most of the conclusions in currenPalabras claves:autocorrelation, entropy, Machine learning techniques, public opinions, sentiment analysis, sentiment dictionaries, sentiment score, Social networking, TwitterAutores:Cuenca-Jimenez P.M., Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Rodríguez-Ibáñez M., 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:scopusText Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data
ArticleAbstract: Developments of richer integrative analysis methods for oncological studies are needed for efficientPalabras claves:Bag of Words, bootstrap resampling, Clinical Data, Feature Extraction, genetic data, Latent Dirichlet Allocation, multiple component analysis, Ovarian Cancer, Principal Component AnalysisAutores:Barquin A., Bote-Curiel L., Garcia-Donas J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ruiz-Llorente S., Yagüe-Fernández M.Fuentes:scopus