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Manuel Titos
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A deep neural networks approach to automatic recognition systems for volcano-seismic events
M Titos, A Bueno, L Garcia, C Benitez
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
1052018
Detection and classification of continuous volcano-seismic signals with recurrent neural networks
M Titos, A Bueno, L García, MC Benítez, J Ibañez
IEEE Transactions on Geoscience and Remote Sensing 57 (4), 1936-1948, 2018
852018
Classification of isolated volcano-seismic events based on inductive transfer learning
M Titos, A Bueno, L García, C Benítez, JC Segura
IEEE Geoscience and Remote Sensing Letters 17 (5), 869-873, 2019
402019
The eruption in Fagradalsfjall (2021, Iceland): how the operational monitoring and the volcanic hazard assessment contributed to its safe access
S Barsotti, MM Parks, MA Pfeffer, BA Óladóttir, T Barnie, MM Titos, ...
Natural Hazards 116 (3), 3063-3092, 2023
302023
APASVO: a free software tool for automatic P-phase picking and event detection in seismic traces
JE Romero, M Titos, Á Bueno, I Álvarez, L García, Á de la Torre, ...
Computers & geosciences 90, 213-220, 2016
302016
Advances on the automatic estimation of the P-wave onset time.
L García, I Álvarez, C Benítez, M Titos, Á Bueno, S Mota, A De la Torre, ...
Annals of Geophysics, 2016
282016
TOMO-ETNA experiment at Etna volcano: activities on land
JM Ibáñez, A Díaz-Moreno, J Prudencio, D Patené, L Zuccarello, ...
Annals of Geophysics 59 (4), 2016
232016
PICOSS: Python interface for the classification of seismic signals
A Bueno, L Zuccarello, A Díaz-Moreno, J Woollam, M Titos, C Benítez, ...
Computers & geosciences 142, 104531, 2020
222020
Long-term hazard assessment of explosive eruptions at Jan Mayen (Norway) and implications for air traffic in the North Atlantic
M Titos, B Martínez Montesinos, S Barsotti, L Sandri, A Folch, L Mingari, ...
Natural Hazards and Earth System Sciences 22 (1), 139-163, 2022
14*2022
Continuous active learning for seismo-volcanic monitoring
A Bueno, M Titos, C Benítez, JM Ibáñez
IEEE geoscience and remote sensing letters 19, 1-5, 2021
112021
Advanced signal recognition methods applied to seismo-volcanic events from Planchon Peteroa Volcanic Complex: Deep Neural Network classifier
VL Martínez, M Titos, C Benítez, G Badi, JA Casas, VHO Craig, JM Ibáñez
Journal of South American Earth Sciences 107, 103115, 2021
112021
Automatic S-phase picking for volcano-tectonic earthquakes using spectral dissimilarity analysis
L García, G Alguacil, M Titos, O Cocina, A De la Torre, C Benítez
IEEE Geoscience and Remote Sensing Letters 17 (5), 874-878, 2019
82019
Classification of volcano-seismic signals with Bayesian neural networks
A Bueno, M Titos, L García, I Álvarez, J Ibañez, C Benítez
2018 26th European Signal Processing Conference (EUSIPCO), 2295-2299, 2018
72018
Automatic detection of long period events based on subband-envelope processing
L Garcıa, I Alvarez, M Titos, A Dıaz-Moreno, MC Benıtez, Á de la Torre
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
72017
The EU Center of Excellence for Exascale in Solid Earth (ChEESE): Implementation, results, and roadmap for the second phase
A Folch, C Abril, M Afanasiev, G Amati, M Bader, RM Badia, HB Bayraktar, ...
Future Generation Computer Systems 146, 47-61, 2023
52023
Satellite derived SO2 emissions from the relatively low-intensity, effusive 2021 eruption of Fagradalsfjall, Iceland
B Esse, M Burton, C Hayer, MA Pfeffer, S Barsotti, N Theys, T Barnie, ...
Earth and Planetary Science Letters 619, 118325, 2023
22023
Fiber optic acoustic sensing to understand and affect the rhythm of the cities: proof-of-concept to create data-driven urban mobility models
L García, S Mota, M Titos, C Martínez, JC Segura, C Benítez
Remote Sensing 15 (13), 3282, 2023
22023
Toward knowledge extraction in classification of volcano-seismic events: Visualizing hidden states in recurrent neural networks
M Titos, L García, M Kowsari, C Benítez
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
22022
Volcanic plume height monitoring using calibrated web cameras at the Icelandic Meteorological Office: system overview and first application during the 2021 Fagradalsfjall eruption
T Barnie, T Hjörvar, M Titos, EM Sigurðsson, SK Pálsson, B Bergsson, ...
Journal of Applied Volcanology 12 (1), 4, 2023
12023
Volcanic eruption forecasting using Shannon entropy: Multiple cases of study
P Rey-Devesa, C Benítez, J Prudencio, L Gutiérrez, GC Moreno, M Titos, ...
Authorea Preprints, 2023
12023
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