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Collado Villaverde, Armando

Automática / Universidad de Alcalá

Publications

Operational SYM-H Forecasting With Confidence Intervals Using Deep Neural Networks

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Space Weather - 1/10/2024

Editor: John Wiley and Sons Inc

10.1029/2024sw004039 View at source

  • ISSN/ISBN 1542-7390

Comment on “Prediction of the SYM-H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification” by Abduallah et al. (2024)

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Space Weather - 1/08/2024

Editor: John Wiley and Sons Inc

10.1029/2024sw003909 View at source

  • ISSN/ISBN 1542-7390

Correction to: Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices (Natural Hazards, (2024), 120, 2, (1141-1162), 10.1007/s11069-023-06241-1)

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Natural Hazards (p. 8087-8088) - 1/06/2024

Editor: Springer Science and Business Media B.V.

10.1007/s11069-023-06335-w View at source

  • ISSN/ISBN 1573-0840

A Framework for Evaluating Geomagnetic Indices Forecasting Models

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Space Weather - 1/03/2024

Editor: John Wiley and Sons Inc

10.1029/2024sw003868 View at source

  • ISSN/ISBN 1542-7390

Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Natural Hazards (p. 1141-1162) - 1/01/2024

Editor: Springer Science and Business Media B.V.

10.1007/s11069-023-06241-1 View at source

  • ISSN/ISBN 1573-0840

Neural Networks for Operational SYM-H Forecasting Using Attention and SWICS Plasma Features

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Space Weather - 1/08/2023

Editor: John Wiley and Sons Inc

10.1029/2023sw003485 View at source

  • ISSN/ISBN 1542-7390

Deep Neural Networks With Convolutional and LSTM Layers for SYM-H and ASY-H Forecasting

  • Collado-Villaverde, A.
  • Muñoz, P.
  • Cid, C.

Space Weather - 1/06/2021

Editor: Blackwell Publishing Ltd

10.1029/2021sw002748 View at source

  • ISSN/ISBN 1542-7390

A simulator to support machine learning-based wearable fall detection systems

  • Collado-Villaverde, A.
  • Cobos, M.
  • Muñoz, P.
  • Barrero, D.F.

Electronics (Switzerland) (p. 1-15) - 1/11/2020

Editor: MDPI AG

10.3390/electronics9111831 View at source

  • ISSN/ISBN 2079-9292

This researcher has no books.

This researcher has no book chapters.

Fall simulator for supporting supervised Machine Learning techniques in wearable devices

  • Collado-Villaverde, A.
  • Cobos, M.
  • Munoz, P.
  • R-Moreno, M.D.

INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings - 1/08/2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/inista49547.2020.9194628 View at source

  • ISSN/ISBN 9781728167992

Machine learning approach to detect falls on elderly people using sound

  • Collado-Villaverde, A.
  • R-Moreno, M.D.
  • Rodriguez, D.
  • Barrero, D.F.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 149-159) - 2017

Editor: Springer Verlag

10.1007/978-3-319-60042-0_18 View at source

  • ISSN/ISBN 1611-3349

Triaxial accelerometer located on the wrist for elderly people’s fall detection

  • Villaverde, A.C.
  • R-Moreno, M.D.
  • Barrero, D.F.
  • Rodriguez, D.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 523-532) - 2016

Editor: Springer Verlag

10.1007/978-3-319-46257-8_56 View at source

  • ISSN/ISBN 1611-3349

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 1:59 PM