PSC
GRUPO DE INVESTIGACIÓN EN SEÑALES, TELEMÁTICA Y COMUNICACIONES
Publications (89) Publications auxquelles un chercheur a participé
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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Multi-response deconvolution of auditory evoked potentials in a reduced representation space
Journal of the Acoustical Society of America, Vol. 155, Núm. 6, pp. 3639-3653
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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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Auditory brainstem responses obtained with randomised stimulation level
International Journal of Audiology, Vol. 62, Núm. 4, pp. 368-375
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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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An Introduction to Dimensionality Reduction for Propagation Measurements
2022 16th European Conference on Antennas and Propagation, EuCAP 2022
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Artificial Intelligence and Dimensionality Reduction: Tools for Approaching Future Communications
IEEE Open Journal of the Communications Society, Vol. 3, pp. 475-492
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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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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
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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
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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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Subspace-constrained deconvolution of auditory evoked potentials
Journal of the Acoustical Society of America, Vol. 151, Núm. 6, pp. 3745-3757
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The hunt for hidden hearing loss in humans: From preclinical studies to effective interventions
Frontiers in Neuroscience, Vol. 16
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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