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Javier Huertas-Tato
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Year
Using smart persistence and random forests to predict photovoltaic energy production
J Huertas Tato, M Centeno Brito
Energies 12 (1), 100, 2018
62*2018
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
482020
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
452020
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
412017
Fusing CNNs and statistical indicators to improve image classification
J Huertas-Tato, A Martín, J Fierrez, D Camacho
Information Fusion 79, 174-187, 2022
352022
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
342022
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
192021
SILT: Efficient transformer training for inter-lingual inference
J Huertas-Tato, A Martín, D Camacho
Expert Systems with Applications 200, 116923, 2022
17*2022
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
162021
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
112021
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, 1-13, 2022
102022
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
102020
Predicting global irradiance combining forecasting models through machine learning
J Huertas-Tato, R Aler, FJ Rodríguez-Benítez, C Arbizu-Barrena, ...
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018
82018
Deep learning for understanding multilabel imbalanced Chest X-ray datasets
H Liz, J Huertas-Tato, M Sánchez-Montañés, J Del Ser, D Camacho
Future Generation Computer Systems 144, 291-306, 2023
72023
BERTuit: Understanding Spanish language in Twitter through a native transformer
J Huertas-Tato, A Martin, D Camacho
arXiv preprint arXiv:2204.03465, 2022
72022
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
72021
Fighting disinformation with artificial intelligence: fundamentals, advances and challenges
A Montoro Montarroso, J Cantón-Correa, J Gómez Romero
Profesional de la Información, 2023
62023
Countering malicious content moderation evasion in online social networks: Simulation and detection of word camouflage
Á Huertas-García, A Martín, J Huertas-Tato, D Camacho
Applied Soft Computing 145, 110552, 2023
52023
Exploring dimensionality reduction techniques in multilingual transformers
Á Huertas-García, A Martín, J Huertas-Tato, D Camacho
Cognitive Computation 15 (2), 590-612, 2023
52023
PART: Pre-trained Authorship Representation Transformer
J Huertas-Tato, A Huertas-Garcia, A Martin, D Camacho
arXiv preprint arXiv:2209.15373, 2022
52022
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Articles 1–20