Publicaciones (51) Publicaciones de MARÍA LUZ GARCÍA MARTÍNEZ

2024

  1. 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

2023

  1. 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

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

2022

  1. An Introduction to Dimensionality Reduction for Propagation Measurements

    2022 16th European Conference on Antennas and Propagation, EuCAP 2022

  2. Artificial Intelligence and Dimensionality Reduction: Tools for Approaching Future Communications

    IEEE Open Journal of the Communications Society, Vol. 3, pp. 475-492

  3. Integrated seismic program (isp): A new python gui-based software for earthquake seismology and seismic signal processing

    Seismological Research Letters, Vol. 93, Núm. 3, pp. 1895-1908

  4. Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection

    IEEE/ACM Transactions on Networking, Vol. 30, Núm. 3, pp. 1217-1229

  5. 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

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

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

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

    European Signal Processing Conference

  3. New Insights on Mt. Etna’s Crust and Relationship with the Regional Tectonic Framework from Joint Active and Passive P-Wave Seismic Tomography

    Surveys in Geophysics, Vol. 39, Núm. 1, pp. 57-97

2017

  1. Automatic detection of long period events based on subband-envelope processing

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, Núm. 11, pp. 5134-5142

2016

  1. A Comparative Study of Dimensionality Reduction Algorithms Applied to Volcano-Seismic Signals

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, Núm. 1, pp. 253-263

  2. APASVO: A free software tool for automatic P-phase picking and event detection in seismic traces

    Computers and Geosciences, Vol. 90, pp. 213-220

  3. Advances on the automatic estimation of the P-wave onset time

    Annals of Geophysics, Vol. 59, Núm. 4

  4. PARTOS-passive and active ray tomography software: Description and preliminary analysis using TOMO-ETNA experiment’s dataset

    Annals of Geophysics, Vol. 59, Núm. 4