The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Fernandez Torres, Miguel Angel migferna@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

Open Access

Calibration and uncertainty quantification for deep learning-based drought detection

  • Zhang, Mengxue
  • Fernandez Torres, Miguel Angel
  • Cohrs, Kai-hendric
  • Camps Valls, Gustau

International Journal of Applied Earth Observation and Geoinformation (p. 104563-1-104563-11) - 5/2025

https://doi.org/10.1016/j.jag.2025.104563 View at source

  • EISSN 1872-826X
  • ISSN 1569-8432
Open Access

Generative networks for spatio-temporal gap filling of Sentinel-2 reflectances

  • Gonzalez Calabuig, Maria
  • Fernandez Torres, Miguel Angel
  • Camps Valls, Gustau

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (p. 637-648) - 2/2025

https://doi.org/10.1016/j.isprsjprs.2025.01.016 View at source

  • EISSN 1872-8235
  • ISSN 0924-2716

Explainability can foster trust in artificial intelligence in geoscience

  • Dramsch, Jesper Sören
  • Kuglitsch, Monique M.
  • Fernandez Torres, Miguel Angel
  • Toreti, Andrea
  • Albayrak, Rustem Arif
  • Nava, Lorenzo
  • Ghaffarian, Saman
  • Cheng, Ximeng
  • Ma, Jackie
  • Samek, Wojciech
  • Venguswamy, Rudy
  • Koul, Anirudh
  • Muthuregunathan, Raghavan
  • Essenfelder, Arthur Hrast
... View more Collapse

Nature Geoscience (p. 112-114) - 2/2025

https://doi.org/10.1038/s41561-025-01639-x View at source

  • EISSN 1752-0908
  • ISSN 1752-0894
Open Access

DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts

  • Ji, Chaonan
  • Fincke, Tonio
  • Benson, Vitus
  • Camps Valls, Gustau
  • Fernandez Torres, Miguel Angel
  • Gans, Fabian
  • Kraemer, Guido
  • Martinuzzi, Francesco
  • Montero, David
  • Mora, Karin
  • Pellicer Valero, Oscar J.
  • Robin, Claire
  • Söchting, Maximilian
  • Weynants, Mélanie
  • Mahecha, Miguel D.
... View more Collapse

Scientific Data (p. 149-1-149-10) - 1/2025

https://doi.org/10.1038/s41597-025-04447-5 View at source

  • ISSN 2052-4463
Open Access

The AIDE Toolbox: Artificial intelligence for disentangling extreme events

  • Gonzalez Calabuig, Maria
  • Cortés Andrés, Jordi
  • Williams, Tristan Keith Ellis
  • Zhang, Mengxue
  • Pellicer Valero, Oscar José
  • Fernandez Torres, Miguel Angel
  • Camps Valls, Gustau
... View more Collapse

IEEE Geoscience and Remote Sensing Magazine (p. 113-118) - 6/2024

https://doi.org/10.1109/mgrs.2024.3382544 View at source

  • EISSN 2168-6831
  • ISSN 2473-2397
Open Access

Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing

  • Höhl, Adrian
  • Obadic, Ivica
  • Fernandez Torres, Miguel Angel
  • Najjar, Hiba
  • Borges Oliveira, Dario Augusto
  • Akata, Zeynep
  • Dengel, Andreas
  • Zhu, Xiao Xiang
... View more Collapse

IEEE Geoscience and Remote Sensing Magazine (p. 261-304) - 12/2024

https://doi.org/10.1109/mgrs.2024.3467001 View at source

  • EISSN 2168-6831
  • ISSN 2473-2397
Open Access

Deep Learning with Noisy Labels for Spatio-Temporal Drought Detection

  • Cortés Andrés, Jordi
  • Fernandez Torres, Miguel Angel
  • Camps Valls, Gustau

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (p. 1-13) - 11/2024

https://doi.org/10.1109/tgrs.2024.3504340 View at source

  • EISSN 1558-0644
  • ISSN 0196-2892
Open Access

Detecting Spatiotemporal Dynamics of Western European Heatwaves Using Deep Learning

  • Happé, Tamara
  • Wijnands, Jasper
  • Fernandez Torres, Miguel Angel
  • Scussolini, Paolo
  • Muntjewerf, Laura
  • Coumou, Dim

ARTIFICIAL INTELLIGENCE FOR THE EARTH SYSTEMS - 10/2024

https://doi.org/10.1175/aies-d-23-0107.1 View at source

  • ISSN 2769-7525
Open Access

Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence from log-files in a Learning Management System

  • Laparra, Valero
  • Perez-suay, Adrian
  • Piles, Maria
  • Muñoz-mari, Jordi
  • Amoros-lopez, Julia
  • Fernandez-moran, Roberto
  • Fernandez Torres, Miguel Angel
  • Adsuara, Jose E.
... View more Collapse

Revista Iberoamericana de Tecnologias del Aprendizaje (p. 233-238) - 8/2023

https://doi.org/10.1109/rita.2023.3301411 View at source

  • ISSN 1932-8540
Open Access

Wildfire Danger Prediction and Understanding with Deep Learning

  • Kondylatos, Spyros
  • Prapas, Ioannis
  • Ronco, Michele
  • Papoutsis, Ioannis
  • Camps Valls, Gustau
  • Piles, Maria
  • Fernandez Torres, Miguel Angel
  • Carvalhais, Nuno
... View more Collapse

GEOPHYSICAL RESEARCH LETTERS - 8/2022

https://doi.org/10.1029/2022gl099368 View at source

  • EISSN 1944-8007
  • ISSN 0094-8276

This researcher has no books.

This researcher has no book chapters.

Open Access

A probabilistic topic approach for context-aware visual attention modeling

  • Fernandez Torres, Miguel Angel
  • Gonzalez Diaz, Ivan
  • Diaz De Maria, Fernando

14th International Workshop on Content-Based Multimedia Indexing (CBMI 2016) (p. 1-6) - 2016

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/cbmi.2016.7500272 View at source

  • ISBN 978-1-4673-8695-1
Open Access

A Bayesian model for brain tumor classification using clinical-based features

  • Martinez Cortes, Tomas
  • Fernandez Torres, Miguel Angel
  • Jimenez Moreno, Amaya
  • Gonzalez Diaz, Ivan
  • Diaz De Maria, Fernando
  • Guzman De Villoria Lebiedziejewski, Juan Adan
  • Fernández, Pilar
... View more Collapse

IEEE International Conference on Image Processing (ICIP 2014) (p. 2779-2783) - 2014

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/icip.2014.7025562 View at source

  • ISBN 978-1-4799-5751-4

This researcher has no working papers.

This researcher has no technical reports.

Detección de hitos cilíndricos o de arista para un sistema automatizado de conservación y mantenimiento de carreteras.

  • Diaz De Maria, Fernando
  • Gonzalez Diaz, Ivan
  • Martinez Cortes, Tomas
  • Fernandez Torres, Miguel Angel

Period: 01-10-2018 - 31-03-2020

Type of funding: National

Funding entity: ALVAC S.A.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 9/26/25 7:24 PM