MARÍA DEL CARMEN
BENÍTEZ ORTÚZAR
CATEDRÁTICA DE UNIVERSIDAD
JESÚS MIGUEL
IBÁÑEZ GODOY
CATEDRÁTICO DE UNIVERSIDAD
JESÚS MIGUEL IBÁÑEZ GODOY-rekin lankidetzan egindako argitalpenak (32)
2024
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Universal machine learning approach to volcanic eruption forecasting using seismic features
Frontiers in Earth Science, Vol. 12
2023
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A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.
Zenodo
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A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.
Zenodo
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Forecasting and Tracking Volcanic Explosions using Shannon Entropy at Volcán de Colima
Zenodo
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Forecasting and Tracking Volcanic Explosions using Shannon Entropy at Volcán de Colima
Zenodo
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Multi-station volcano tectonic earthquake monitoring based on transfer learning
Frontiers in Earth Science, Vol. 11
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Tracking volcanic explosions using Shannon entropy at Volcán de Colima
Scientific Reports, Vol. 13, Núm. 1
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Volcanic Early Warning Using Shannon Entropy: Multiple Cases of Study
Journal of Geophysical Research: Solid Earth, Vol. 128, Núm. 6
2022
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A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware
Zenodo
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A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware
Zenodo
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Bayesian Monitoring of Seismo-Volcanic Dynamics
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Continuous Active Learning for Seismo-Volcanic Monitoring
IEEE Geoscience and Remote Sensing Letters, Vol. 19
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Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Seismic dataset. Mt. Etna, November, 2013.
Zenodo
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Seismic dataset. Mt. Etna, November, 2013.
Zenodo
2021
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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
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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
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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
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Recursive entropy method of segmentation for seismic signals
Seismological Research Letters, Vol. 90, Núm. 4, pp. 1670-1677
2018
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Classification of Volcano-Seismic Signals with Bayesian Neural Networks
2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)