Publications (89) Publications auxquelles un chercheur a participé

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

  2. 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

  3. Universal machine learning approach to volcanic eruption forecasting using seismic features

    Frontiers in Earth Science, Vol. 12

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. Bayesian Monitoring of Seismo-Volcanic Dynamics

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  4. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  5. 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

  6. 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

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

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  8. Subspace-constrained deconvolution of auditory evoked potentials

    Journal of the Acoustical Society of America, Vol. 151, Núm. 6, pp. 3745-3757

  9. The hunt for hidden hearing loss in humans: From preclinical studies to effective interventions

    Frontiers in Neuroscience, Vol. 16

  10. 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