ERNESTO
FABREGAS ACOSTA
Profesor Titular Universidad
Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (8)
2024
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Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic
Sensors, Vol. 24, Núm. 9
2021
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Nuclear Fusion Pattern Recognition by Ensemble Learning
Complexity, Vol. 2021
2020
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Automatic Recognition of Anomalous Patterns in Discharges by Applying Deep Learning
Fusion Science and Technology, Vol. 76, Núm. 8, pp. 925-932
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Automatic recognition of anomalous patterns in discharges by recurrent neural networks
Fusion Engineering and Design, Vol. 154
2018
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Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices
IEEE Access, Vol. 6, pp. 72345-72356
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Image classification by using a reduced set of features in the TJ-II Thomson Scattering diagnostic
Fusion Engineering and Design, Vol. 129, pp. 99-103
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Software parallelization of a probabilistic classifier based on Venn Prediction: Application to the TJ-II Thomson Scattering
Fusion Engineering and Design, Vol. 129, pp. 130-133
2016
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Desarrollo de un entorno colaborativo para aplicaciones de fusión
Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016