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Miguel-Ángel Fernández-Torres
Miguel-Ángel Fernández-Torres
PhD in Multimedia and Communications, Universitat de València
Dirección de correo verificada de uv.es - Página principal
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Wildfire Danger Prediction and Understanding with Deep Learning
S Kondylatos, I Prapas, M Ronco, I Papoutsis, G Camps‐Valls, M Piles, ...
Geophysical Research Letters, e2022GL099368, 2022
392022
Deep learning methods for daily wildfire danger forecasting
I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, M Ronco, ...
arXiv preprint arXiv:2111.02736, 2021
28*2021
Interpretable global-local dynamics for the prediction of eye fixations in autonomous driving scenarios
J Martinez-Cebrian, MA Fernandez-Torres, F Diaz-De-Maria
IEEE Access 8, 217068-217085, 2020
102020
Enriched dermoscopic-structure-based cad system for melanoma diagnosis
J López-Labraca, MÁ Fernández-Torres, I González-Díaz, ...
Multimedia Tools and Applications 77, 12171-12202, 2018
82018
A Bayesian model for brain tumor classification using clinical-based features
T Martínez-Cortés, MÁ Fernández-Torres, A Jiménez-Moreno, ...
2014 IEEE International Conference on Image Processing (ICIP), 2779-2783, 2014
82014
Probabilistic topic model for context-driven visual attention understanding
MÁ Fernández-Torres, I González-Díaz, F Díaz-de-María
IEEE Transactions on Circuits and Systems for Video Technology 30 (6), 1653-1667, 2019
62019
Learning Granger Causal Feature Representations
G Varando, MA Fernández-Torres, G Camps-Valls
ICML 2021 Workshop Tackling Climate Change with Machine Learning, 2021
52021
A probabilistic topic approach for context-aware visual attention modeling
MÁ Fernández-Torres, I González-Díaz, F Díaz-de-María
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016
42016
Learning About Student Performance from Moodle Logs in a Higher Education Context
A Pérez-Suay, S Van Vaerenbergh, M Piles, V Laparra, ...
IEEE, 2022
22022
Explainable deep learning for wildfire danger estimation
M Ronco, I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, ...
EGU General Assembly Conference Abstracts, EGU22-11787, 2022
22022
USCC: A Benchmark Dataset for Crop Yield Prediction under Climate Extremes
A Höhl, S Ofori-Ampofo, I Obadic, MÁ Fernández-Torres, R Salih Kuzu, ...
EGU General Assembly Conference Abstracts, EGU-15540, 2023
12023
Assessing the Impact of Using Short Videos for Teaching at University Level
V Laparra, M Piles, A Pérez-Suay, J Muñoz-Marí, J Amorós, ...
2022 XII International Conference on Virtual Campus (JICV), 1-4, 2022
12022
Learning Causal Representations with Granger PCA
G Varando, MÁ Fernández-Torres, J Muñoz-Marí, G Camps-Valls
UAI 2022 Workshop on Causal Representation Learning, 2022
12022
Herramientas y recursos de motivación online para actividades en clase
MAFT José Adsuara, Roberto Fernandez, Luis Gómez-Chova, Valero Laparra ...
IN-RED 2022: VIII Congreso de Innovación Educativa y Docencia en Red, 2022
1*2022
Recent Advances in Deep Learning for Spatio-Temporal Drought Monitoring, Forecasting and Model Understanding
M Gonzalez-Calabuig, J Cortés-Andrés, MÁ Fernández-Torres, ...
EGU22, 2022
12022
Exploiting visual saliency for assessing the impact of car commercials upon viewers
F Fernández-Martínez, A Hernández-García, MA Fernandez-Torres, ...
Multimedia Tools and Applications 77, 18903-18933, 2018
12018
Detecting spatio-temporal dynamics of western European heatwaves using deep learning
T Happe, J Wijnands, MÁ Fernández-Torres, P Scussolini, L Muntjewerf, ...
EGU24, 2024
2024
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing
A Höhl, I Obadic, MÁ Fernández-Torres, H Najjar, D Oliveira, Z Akata, ...
arXiv preprint arXiv:2402.13791, 2024
2024
Explainable Artificial Intelligence for Extreme Event Forecasting on Sentinel-2
GCV O.J. Pellicer-Valero, M.A. Fernández-Torres
EC-ESA Joint Earth System Science Initiative 2023, 2023
2023
Motivation and Acceptation Model para herramientas tecnológicas en el ámbito universitario
JE Adsuara Fuster, A Pérez-Suay, AB Ruescas, A Moreno-Martínez, ...
Editorial Universitat Politècnica de València, 2023
2023
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