JESÚS MIGUEL IBÁÑEZ GODOY-rekin lankidetzan egindako argitalpenak (32)

2024

  1. Universal machine learning approach to volcanic eruption forecasting using seismic features

    Frontiers in Earth Science, Vol. 12

2023

  1. A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.

    Zenodo

  2. A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.

    Zenodo

  3. Forecasting and Tracking Volcanic Explosions using Shannon Entropy at Volcán de Colima

    Zenodo

  4. Forecasting and Tracking Volcanic Explosions using Shannon Entropy at Volcán de Colima

    Zenodo

  5. Multi-station volcano tectonic earthquake monitoring based on transfer learning

    Frontiers in Earth Science, Vol. 11

  6. Tracking volcanic explosions using Shannon entropy at Volcán de Colima

    Scientific Reports, Vol. 13, Núm. 1

  7. Volcanic Early Warning Using Shannon Entropy: Multiple Cases of Study

    Journal of Geophysical Research: Solid Earth, Vol. 128, Núm. 6

2022

  1. A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware

    Zenodo

  2. A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware

    Zenodo

  3. Bayesian Monitoring of Seismo-Volcanic Dynamics

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  4. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  5. Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  6. Seismic dataset. Mt. Etna, November, 2013.

    Zenodo

  7. Seismic dataset. Mt. Etna, November, 2013.

    Zenodo

2021

  1. Advanced signal recognition methods applied to seismo-volcanic events from Planchon Peteroa Volcanic Complex: Deep Neural Network classifier

    Journal of South American Earth Sciences, Vol. 107

2020

  1. Volcano-Seismic Transfer Learning and Uncertainty Quantification with Bayesian Neural Networks

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 58, Núm. 2, pp. 892-902

2019

  1. Detection and Classification of Continuous Volcano-Seismic Signals with Recurrent Neural Networks

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 4, pp. 1936-1948

  2. Recursive entropy method of segmentation for seismic signals

    Seismological Research Letters, Vol. 90, Núm. 4, pp. 1670-1677

2018

  1. Classification of Volcano-Seismic Signals with Bayesian Neural Networks

    2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)