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Javier Huertas-Tato
Javier Huertas-Tato
Dirección de correo verificada de upm.es
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Año
Using smart persistence and random forests to predict photovoltaic energy production
J Huertas Tato, M Centeno Brito
Energies 12 (1), 100, 2018
412018
A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment
FJ Rodríguez-Benítez, C Arbizu-Barrena, J Huertas-Tato, R Aler-Mur, ...
Solar Energy 195, 396-412, 2020
312020
Automatic cloud‐type classification based on the combined use of a sky camera and a ceilometer
J Huertas‐Tato, FJ Rodríguez‐Benítez, C Arbizu‐Barrena, R Aler‐Mur, ...
Journal of Geophysical Research: Atmospheres 122 (20), 11,045-11,061, 2017
292017
A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning
J Huertas-Tato, R Aler, IM Galván, FJ Rodríguez-Benítez, ...
Solar Energy 195, 685-696, 2020
242020
Fusing CNNs and statistical indicators to improve image classification
J Huertas-Tato, A Martín, J Fierrez, D Camacho
Information Fusion 79, 174-187, 2022
92022
SILT: Efficient transformer training for inter-lingual inference
J Huertas-Tato, A Martín, D Camacho
Expert Systems with Applications 200, 116923, 2022
8*2022
Countering misinformation through semantic-aware multilingual models
Á Huertas-García, J Huertas-Tato, A Martín, D Camacho
International conference on intelligent data engineering and automated …, 2021
82021
Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types
IM Galván, J Huertas-Tato, FJ Rodríguez-Benítez, C Arbizu-Barrena, ...
Applied Soft Computing 109, 107531, 2021
72021
FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference
A Martín, J Huertas-Tato, Á Huertas-García, G Villar-Rodríguez, ...
Knowledge-Based Systems 251, 109265, 2022
62022
CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification.
Á Huertas-García, J Huertas-Tato, A Martín, D Camacho
CLEF (Working Notes), 520-530, 2021
62021
Using a multi-view convolutional neural network to monitor solar irradiance
J Huertas-Tato, IM Galván, R Aler, FJ Rodríguez-Benítez, ...
Neural Computing and Applications 34 (13), 10295-10307, 2022
52022
Cloud type identification using data fusion and ensemble learning
J Huertas-Tato, A Martín, D Camacho
International conference on intelligent data engineering and automated …, 2020
52020
Profiling Hate Speech Spreaders on Twitter: Transformers and mixed pooling.
Á Huertas-García, J Huertas-Tato, A Martín, D Camacho
CLEF (Working Notes) 2021, 2021
32021
Improving prediction intervals using measured solar power with a multi-objective approach
R Aler, J Huertas-Tato, JM Valls, IM Galván
Energies 12 (24), 4713, 2019
32019
Predicting global irradiance combining forecasting models through machine learning
J Huertas-Tato, R Aler, FJ Rodríguez-Benítez, C Arbizu-Barrena, ...
International Conference on Hybrid Artificial Intelligence Systems, 622-633, 2018
32018
Genetic programming to extract features from the whole-sky camera for cloud type classification
JRB Huertas, D Pozo, R Aler, IM Galván
Proceedings of the International Conference on Renewable Energies and Power …, 2017
22017
AIDA-UPM at semeval-2022 task 5: Exploring multimodal late information fusion for multimedia automatic misogyny identification
Á Huertas-García, H Liz, G Villar-Rodríguez, A Martín, J Huertas-Tato, ...
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
12022
BERTuit: Understanding Spanish language in Twitter through a native transformer
J Huertas-Tato, A Martin, D Camacho
arXiv preprint arXiv:2204.03465, 2022
12022
Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals
R Martín-Vázquez, J Huertas-Tato, R Aler, IM Galván
International Conference on Intelligent Data Engineering and Automated …, 2018
12018
Deep learning for understanding multilabel imbalanced Chest X-ray datasets
H Liz, J Huertas-Tato, M Sánchez-Montañés, J Del Ser, D Camacho
arXiv preprint arXiv:2207.14408, 2022
2022
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Artículos 1–20