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Javier Huertas-Tato
Javier Huertas-Tato
Dirección de correo verificada de upm.es
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Using smart persistence and random forests to predict photovoltaic energy production
J Huertas Tato, M Centeno Brito
Energies 12 (1), 100, 2018
572018
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
412020
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
412020
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
372017
Fusing CNNs and statistical indicators to improve image classification
J Huertas-Tato, A Martín, J Fierrez, D Camacho
Information Fusion 79, 174-187, 2022
312022
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
262022
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
172021
SILT: Efficient transformer training for inter-lingual inference
J Huertas-Tato, A Martín, D Camacho
Expert Systems with Applications 200, 116923, 2022
15*2022
Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types
IM Galván, J Huertas-Tato, FJ Rodriguez-Benitez, C Arbizu-Barrena, ...
Applied Soft Computing 109, 107531, 2021
142021
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
102021
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
92020
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, 2021
82021
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
62021
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
62018
Generating Authorship Embeddings with Transformers
J Huertas-Tato, A Martin, A Huertas-Garcia, D Camacho
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
52022
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
42023
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
42022
PART: Pre-trained Authorship Representation Transformer
J Huertas-Tato, A Huertas-Garcia, A Martin, D Camacho
arXiv preprint arXiv:2209.15373, 2022
32022
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
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Artículos 1–20