INSTITUTO INTERUNIVERSITARIO DE INVESTIGACIÓN DEL SISTEMA TI
Centre/Institut
Inés María
Galván León
Publicacions en què col·labora amb Inés María Galván León (7)
2023
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A combination of supervised dimensionality reduction and learning methods to forecast solar radiation
Applied Intelligence, Vol. 53, Núm. 11, pp. 13053-13066
2022
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Using a Multi-view Convolutional Neural Network to monitor solar irradiance
Neural Computing and Applications, Vol. 34, Núm. 13, pp. 10295-10307
2021
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Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types
Applied Soft Computing, Vol. 109
2020
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A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment
Solar Energy, Vol. 195, pp. 396-412
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A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning
Solar Energy, Vol. 195, pp. 685-696
2018
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Predicting global irradiance combining forecasting models through machine learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017
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Automatic Cloud-Type Classification Based On the Combined Use of a Sky Camera and a Ceilometer
Journal of Geophysical Research: Atmospheres, Vol. 122, Núm. 20, pp. 11,045-11,061