Hugo Álvarez-Chaves

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Automatic Classification

Machine Learning

Disease Outbreaks

Top Venues

Comput. Methods Programs Biomed.

Expert Syst. Appl.

Publications

Hugo Álvarez-Chaves, Iván Maseda-Zurdo, Pablo Muñoz, María D. R.-Moreno
Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks. Expert Syst. Appl. 240 (2024)
Hugo Álvarez-Chaves, Marco Spruit, María D. R.-Moreno
Improving ED admissions forecasting by using generative AI: An approach based on DGAN. Comput. Methods Programs Biomed. 256 (2024)
Hugo Álvarez-Chaves, Pablo Muñoz, María D. R.-Moreno
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital. J. Intell. Inf. Syst. 61 (3) (2023)
Hugo Álvarez-Chaves, David F. Barrero, Mario Cobos, María Dolores Rodríguez-Moreno
Patients Forecasting in Emergency Services by Using Machine Learning and Exogenous Variables. SGAI Conf. (2021)
Hugo Álvarez-Chaves, David F. Barrero, Helena Hernández Martínez, M. Isabel Pascual Benito
An Analysis of the Time Aggregation Influence on Patients Forecasting in Emergency Services. CLEI (2021)