MANUEL MARCELINO TITOS LUZÓN-rekin lankidetzan egindako argitalpenak (24)

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

    Frontiers in Earth Science, Vol. 12

2023

  1. A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.

    Zenodo

  2. A multi-station volcano-tectonic earthquakes monitoring based on Transfer Learning techniques.

    Zenodo

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. 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

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

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

    Frontiers in Earth Science, Vol. 11

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

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

2022

  1. A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware

    Zenodo

  2. A successful short-term volcanic eruption forecasting using seismic features: datasets and Sotware

    Zenodo

  3. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  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. 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

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