Hugo Álvarez-Chaves

According to our database, Hugo Álvarez-Chaves authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks.

Hugo Álvarez-Chaves, Iván Maseda-Zurdo, Pablo Muñoz, María D. R.-Moreno

Expert Syst. Appl., 2024

Improving ED admissions forecasting by using generative AI: An approach based on DGAN.

Hugo Álvarez-Chaves, Marco Spruit, María D. R.-Moreno

Comput. Methods Programs Biomed., 2024

2023

Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital.

Hugo Álvarez-Chaves, Pablo Muñoz, María D. R.-Moreno

J. Intell. Inf. Syst., December, 2023

2021

Patients Forecasting in Emergency Services by Using Machine Learning and Exogenous Variables.

Hugo Álvarez-Chaves, David F. Barrero, Mario Cobos, María Dolores Rodríguez-Moreno

Proceedings of the Artificial Intelligence XXXVIII, 2021

An Analysis of the Time Aggregation Influence on Patients Forecasting in Emergency Services.

Hugo Álvarez-Chaves, David F. Barrero, Helena Hernández Martínez, M. Isabel Pascual Benito

Proceedings of the XLVII Latin American Computing Conference, 2021