
MARÍA DEL CARMEN
BENÍTEZ ORTÚZAR
CATEDRÁTICA DE UNIVERSIDAD
Publications (86) MARÍA DEL CARMEN BENÍTEZ ORTÚZAR publications View referenced research data.
2024
-
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
-
Universal machine learning approach to volcanic eruption forecasting using seismic features
Frontiers in Earth Science, Vol. 12
2023
-
Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods
International Geoscience and Remote Sensing Symposium (IGARSS)
-
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
-
Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing
International Geoscience and Remote Sensing Symposium (IGARSS)
-
Multi-station volcano tectonic earthquake monitoring based on transfer learning
Frontiers in Earth Science, Vol. 11
-
Tracking volcanic explosions using Shannon entropy at Volcán de Colima
Scientific Reports, Vol. 13, Núm. 1
-
Volcanic Early Warning Using Shannon Entropy: Multiple Cases of Study
Journal of Geophysical Research: Solid Earth, Vol. 128, Núm. 6
2022
-
Bayesian Monitoring of Seismo-Volcanic Dynamics
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
-
Continuous Active Learning for Seismo-Volcanic Monitoring
IEEE Geoscience and Remote Sensing Letters, Vol. 19
-
Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
-
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
-
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
-
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
-
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
-
Classification of Isolated Volcano-Seismic Events Based on Inductive Transfer Learning
IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 869-873
-
PICOSS: Python Interface for the Classification of Seismic Signals
Computers and Geosciences, Vol. 142
-
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
-
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
-
Recursive entropy method of segmentation for seismic signals
Seismological Research Letters, Vol. 90, Núm. 4, pp. 1670-1677