Publications (10) Armando Collado Villaverde publications

2024

  1. A Framework for Evaluating Geomagnetic Indices Forecasting Models

    Space Weather, Vol. 22, Núm. 3

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

    Natural Hazards, Vol. 120, Núm. 2, pp. 1141-1162

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

    Space Weather

  4. 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)

    Natural Hazards

2023

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

    Space Weather, Vol. 21, Núm. 8

2021

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

    Space Weather, Vol. 19, Núm. 6

2020

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

    Electronics (Switzerland), Vol. 9, Núm. 11, pp. 1-15

  2. Fall simulator for supporting supervised Machine Learning techniques in wearable devices

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

2017

  1. Machine learning approach to detect falls on elderly people using sound

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

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

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)