Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission

by Inmaculada Mora-Jiménez, Jorge Tarancón-Rey, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz
Published 2021-02-01

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (I): Empowering Discounted Cash Flow Valuation

by Germania Vayas-Ortega, Cristina Soguero-Ruiz, José-Luis Rojo-Álvarez, Francisco-Javier Gimeno-Blanes
Published 2020-08-01

Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit

by Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Jon Lérida-García, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz
Published 2019-06-01

A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description

by Lydia González-Serrano, Pilar Talón-Ballestero, Sergio Muñoz-Romero, Cristina Soguero-Ruiz, José Luis Rojo-Álvarez
Published 2021-12-01

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management

by Lydia González-Serrano, Pilar Talón-Ballestero, Sergio Muñoz-Romero, Cristina Soguero-Ruiz, José Luis Rojo-Álvarez
Published 2019-04-01

Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps

by David Chushig-Muzo, Cristina Soguero-Ruiz, A. P. Engelbrecht, Pablo De Miguel Bohoyo, Inmaculada Mora-Jimenez
Published 2020-01-01

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (II): Applying Machine-Learning Techniques for Unbiased Enterprise Val...

by Germania Vayas-Ortega, Cristina Soguero-Ruiz, Margarita Rodríguez-Ibáñez, José-Luis Rojo-Álvarez, Francisco-Javier Gimeno-Blanes
Published 2020-08-01

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross

by Margarita Rodriguez-Ibanez, Sergio Munoz-Romero, Cristina Soguero-Ruiz, Francisco-Javier Gimeno-Blanes, Jose Luis Rojo-Alvarez
Published 2019-01-01

Event Analysis on Power Communication Networks With Big Data for Maintenance Forms

by Juan Ramon Feijoo-Martinez, Sergio Munoz-Romero, Cristina Soguero-Ruiz, Mario Castro-Fernandez, Jose Luis Rojo-Alvarez
Published 2018-01-01

Sentiment Analysis of Political Tweets From the 2019 Spanish Elections

by Margarita Rodriguez-Ibanez, Francisco-Javier Gimeno-Blanes, Pedro Manuel Cuenca-Jimenez, Cristina Soguero-Ruiz, Jose Luis Rojo-Alvarez
Published 2021-01-01

Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models

by Àlvar Hernàndez-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruiz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez
Published 2021-03-01

Visually guided classification trees for analyzing chronic patients

by Cristina Soguero-Ruiz, Inmaculada Mora-Jiménez, Miguel A. Mohedano-Munoz, Manuel Rubio-Sanchez, Pablo de Miguel-Bohoyo, Alberto Sanchez
Published 2020-03-01

Maximizing Interpretability and Cost-Effectiveness of Surgical Site Infection (SSI) Predictive Models Using Feature-Specific Regularized Logistic Regression on Preoperative Tempora...

by Primoz Kocbek, Nino Fijacko, Cristina Soguero-Ruiz, Karl Øyvind Mikalsen, Uros Maver, Petra Povalej Brzan, Andraz Stozer, Robert Jenssen, Stein Olav Skrøvseth, Gregor Stiglic
Published 2019-01-01

An Interoperable System toward Cardiac Risk Stratification from ECG Monitoring

by Cristina Soguero-Ruiz, Inmaculada Mora-Jiménez, Javier Ramos-López, Teresa Quintanilla Fernández, Antonio García-García, Daniel Díez-Mazuela, Arcadi García-Alberola, José Luis Rojo-Álvarez
Published 2018-03-01