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Álvarez Chaves, Hugo

Automática / Universidad de Alcalá

Publications

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

  • Álvarez-Chaves, H.
  • Spruit, M.
  • R-Moreno, M.D.

Computer Methods and Programs in Biomedicine - 1/11/2024

Editor: Elsevier Ireland Ltd

10.1016/j.cmpb.2024.108363 View at source

  • ISSN/ISBN 1872-7565

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

  • Álvarez-Chaves, H.
  • Maseda-Zurdo, I.
  • Muñoz, P.
  • R-Moreno, M.D.

Expert Systems with Applications - 15/04/2024

Editor: Elsevier Ltd

10.1016/j.eswa.2023.122496 View at source

  • ISSN/ISBN 0957-4174

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

  • Álvarez-Chaves, H.
  • Muñoz, P.
  • R-Moreno, M.D.

Journal of Intelligent Information Systems (p. 881-900) - 1/12/2023

Editor: Springer

10.1007/s10844-023-00790-4 View at source

  • ISSN/ISBN 1573-7675

This researcher has no books.

This researcher has no book chapters.

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

  • Álvarez-Chaves, H.
  • Barrero, D.F.
  • Cobos, M.
  • R-Moreno, M.D.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 167-180) - 2021

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-030-91100-3_15 View at source

  • ISSN/ISBN 1611-3349

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

  • Álvarez-Chaves, H.
  • Barrero, D.F.
  • Martínez, H.H.
  • Benito, M.I.P.

Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021 - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/clei53233.2021.9640117 View at source

  • ISSN/ISBN 9781665495035

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/9/25 1:46 PM