Publicaciones (84) Publicaciones de MARÍA DEL CARMEN BENÍTEZ ORTÚZAR

2023

  1. Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. 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

  3. Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing

    International Geoscience and Remote Sensing Symposium (IGARSS)

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

    Frontiers in Earth Science, Vol. 11

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

    Scientific Reports, Vol. 13, Núm. 1

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

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

2022

  1. Bayesian Monitoring of Seismo-Volcanic Dynamics

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  2. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

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

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  4. 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

  1. 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

  2. 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. 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

  2. Classification of Isolated Volcano-Seismic Events Based on Inductive Transfer Learning

    IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 5, pp. 869-873

  3. PICOSS: Python Interface for the Classification of Seismic Signals

    Computers and Geosciences, Vol. 142

  4. 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. A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 5, pp. 1533-1544

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

    2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)