GUSTAU
CAMPS VALLS
CATEDRÁTICO/A DE UNIVERSIDAD
Universidad Politécnica de Madrid
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Universidad Politécnica de Madrid (7)
2022
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Integrating Domain Knowledge in Data-Driven Earth Observation with Process Convolutions
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Persistence in complex systems
Physics Reports, Vol. 957, pp. 1-73
2021
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Long-term persistence, invariant time scales and on-off intermittency of fog events
Atmospheric Research, Vol. 252
2018
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Physics-aware Gaussian processes in remote sensing
Applied Soft Computing Journal, Vol. 68, pp. 69-82
2017
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Physics-aware gaussian processes for earth observation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
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LATENT FORCE MODELS FOR EARTH OBSERVATION TIME SERIES PREDICTION
2016 IEEE 26TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP)
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Latent force models for earth observation time series prediction
IEEE International Workshop on Machine Learning for Signal Processing, MLSP