Manuel Titos

17 papers C 2Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Acoustic Sensing for Urban Traffic Monitoring: Spatio-Temporal Attention in Recurrent Neural Networks.
CoRR
Izhan Fakhruzi, Manuel Titos, M. Carmen Benítez, Luz García
2025 J jnl
Volcano-Seismic Event Detection and Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Joe Carthy, Pablo Rey-Devesa, Manuel Titos, M. Carmen Benítez
2024 J jnl
Dilated-RNNs: A Deep Approach for Continuous Volcano-Seismic Events Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manuel Titos, Joe Carthy, Luz García, Talfan Barnie, M. Carmen Benítez
2023 C conf
Classification & Clustering of Volcano-Seismic Events Using Supervised and Unsupervised Methods.
IGARSS
Joe Carthy, Manuel Titos, Carlos Martínez Clemente, M. Carmen Benítez
2023 J jnl
Fiber Optic Acoustic Sensing to Understand and Affect the Rhythm of the Cities: Proof-of-Concept to Create Data-Driven Urban Mobility Models.
Remote. Sens.
Luz García, Sonia Mota, Manuel Titos, Carlos Martínez, José Carlos Segura Luna, M. Carmen Benítez
2023 C conf
Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing.
IGARSS
Carlos Martínez, Luz García, Manuel Titos, Joe Carthy, José Camacho, Sonia Mota, Maria C. Benitez
2023 J jnl
The EU Center of Excellence for Exascale in Solid Earth (ChEESE): Implementation, results, and roadmap for the second phase.
Future Gener. Comput. Syst.
Arnau Folch, Claudia Abril, Michael Afanasiev, Giorgio Amati, Michael Bader, Rosa M. Badia, Hafize B. Bayraktar, Sara Barsotti, Roberto Basili, Fabrizio Bernardi, Christian Boehm, Beatriz Brizuela, Federico Brogi, Eduardo Cabrera, Emanuele Casarotti, Manuel J. Castro, Matteo Cerminara, Antonella Cirella, Alexey Cheptsov, Javier Conejero, Antonio Costa, Marc de la Asunción, Josep de la Puente, Marco Djuric, Ravil Dorozhinskii, Gabriela Espinosa, Tomaso Esposti Ongaro, Joan Farnós, Nathalie Favretto-Cristini, Andreas Fichtner, Alexandre Fournier, Alice-Agnes Gabriel, Jean-Matthieu Gallard, Steven J. Gibbons, Sylfest Glimsdal, José Manuel González-Vida, José Gracia, Rose Gregorio, Natalia Gutiérrez, Benedikt Halldorsson, Okba Hamitou, Guillaume Houzeaux, Stephan Jaure, Mouloud Kessar, Lukas Krenz, Lion Krischer, Soline Laforet, Piero Lanucara, Bo Li, Maria Concetta Lorenzino, Stefano Lorito, Finn Løvholt, Giovanni Macedonio, Jorge Macías Sánchez, Guillermo Marin, Beatriz Martínez Montesinos, Leonardo Mingari, Geneviève Moguilny, Vadim Montellier, Marisol Monterrubio Velasco, Georges-Emmanuel Moulard, Masaru Nagaso, Massimo Nazaria, Christoph Niethammer, Federica Pardini, Marta Pienkowska, Luca Pizzimenti, Natalia Poiata, Leonhard Rannabauer, Otilio Rojas, Juan Esteban Rodriguez, Fabrizio Romano, Oleksandr Rudyy, Vittorio Ruggiero, Philipp Samfass, Carlos Sánchez-Linares, Sabrina Sanchez, Laura Sandri, Antonio Scala, Nathanaël Schaeffer, Joseph Schuchart, Jacopo Selva, Amadine Sergeant, Angela Stallone, Matteo Taroni, Solvi Thrastarson, Manuel Titos, Nadia Tonelllo, Roberto Tonini, Thomas Ulrich, Jean-Pierre Vilotte, Malte Vöge, Manuela Volpe, Sara Aniko Wirp, Uwe Wössner
2022 J jnl
Continuous Active Learning for Seismo-Volcanic Monitoring.
IEEE Geosci. Remote. Sens. Lett.
Ángel Bueno, Manuel Titos, M. Carmen Benítez, Jesús M. Ibáñez
2022 J jnl
Toward Knowledge Extraction in Classification of Volcano-Seismic Events: Visualizing Hidden States in Recurrent Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manuel Titos, Luz García, Milad Kowsari, M. Carmen Benítez
2020 J jnl
Automatic S-Phase Picking for Volcano-Tectonic Earthquakes Using Spectral Dissimilarity Analysis.
IEEE Geosci. Remote. Sens. Lett.
Luz García, Gerardo Alguacil, Manuel Titos, Ornella Cocina, Ángel de la Torre, M. Carmen Benítez
2020 J jnl
Classification of Isolated Volcano-Seismic Events Based on Inductive Transfer Learning.
IEEE Geosci. Remote. Sens. Lett.
Manuel Titos, Ángel Bueno, Luz García, M. Carmen Benítez, José C. Segura
2020 J jnl
PICOSS: Python Interface for the Classification of Seismic Signals.
Comput. Geosci.
Ángel Bueno, Luciano Zuccarello, Alejandro Diaz-Moreno, Jack Woollam, Manuel Titos, M. Carmen Benítez, Isaac Álvarez, Janire Prudencio, Silvio De Angelis
2019 J jnl
Detection and Classification of Continuous Volcano-Seismic Signals With Recurrent Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Manuel Titos, Ángel Bueno, Luz García, M. Carmen Benítez, Jesús Ibáñez
2018 J jnl
A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manuel Titos, Ángel Bueno, Luz García, M. Carmen Benítez
2018 — conf
Classification of Volcano-Seismic Signals with Bayesian Neural Networks.
EUSIPCO
Ángel Bueno, Manuel Titos, Luz García, Isaac Álvarez, Jesús Ibáñez, M. Carmen Benítez
2017 J jnl
Automatic Detection of Long Period Events Based on Subband-Envelope Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luz García, Isaac Álvarez, Manuel Titos, Alejandro Diaz-Moreno, M. Carmen Benítez, Ángel de la Torre
2016 J jnl
APASVO: A free software tool for automatic P-phase picking and event detection in seismic traces.
Comput. Geosci.
José Emilio Romero, Manuel Titos, Ángel Bueno, Isaac Álvarez, Luz García, Ángel de la Torre, M. Carmen Benítez