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MARÍA DEL CARMEN
BENÍTEZ ORTÚZAR
CATEDRÁTICA DE UNIVERSIDAD
Publicacións (86) Publicacións de MARÍA DEL CARMEN BENÍTEZ ORTÚZAR
2024
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Dilated-RNNs: A Deep Approach for Continuous Volcano-Seismic Events Recognition
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 11857-11865
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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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Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods
International Geoscience and Remote Sensing Symposium (IGARSS)
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Fiber Optic Acoustic Sensing to Understand and Affect the Rhythm of the Cities: Proof-of-Concept to Create Data-Driven Urban Mobility Models
Remote Sensing, Vol. 15, Núm. 13
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Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing
International Geoscience and Remote Sensing Symposium (IGARSS)
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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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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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Toward Knowledge Extraction in Classification of Volcano-Seismic Events: Visualizing Hidden States in Recurrent Neural Networks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 2311-2325
2021
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A Contribution to Deep Learning Approaches for Automatic Classification of Volcano-Seismic Events: Deep Gaussian Processes
IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 5, pp. 3875-3890
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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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Automatic S-Phase Picking for Volcano-Tectonic Earthquakes Using Spectral Dissimilarity Analysis
IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 874-878
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Classification of Isolated Volcano-Seismic Events Based on Inductive Transfer Learning
IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 869-873
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PICOSS: Python Interface for the Classification of Seismic Signals
Computers and Geosciences, Vol. 142
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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