Anna Mateo-Sanchis

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Hyperparameters

Gaussian Process

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Anna Mateo-Sanchis, José E. Adsuara, Maria Piles, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
Interpretable Long Short-Term Memory Networks for Crop Yield Estimation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Anna Mateo-Sanchis, Maria Piles, Julia Amorós-López, Jordi Muñoz-Marí, José E. Adsuara, Álvaro Moreno-Martínez, Gustau Camps-Valls
Learning main drivers of crop progress and failure in Europe with interpretable machine learning. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Maria Piles, Anna Mateo-Sanchis, Jordi Muñoz-Marí, Gustau Camps-Valls, François Waldner, Felix Rembold, Michele Meroni
Global Cropland Yield Monitoring with Gaussian Processes. IGARSS (2021)
José E. Adsuara, Adrián Pérez-Suay, Jordi Muñoz-Marí, Anna Mateo-Sanchis, Maria Piles, Gustau Camps-Valls
Nonlinear Distribution Regression for Remote Sensing Applications. CoRR (2020)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Manuel Campos-Taberner, F. Javier García-Haro, Gustau Camps-Valls
Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes. CoRR (2020)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Adrián Pérez-Suay, Gustau Camps-Valls
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference. CoRR (2020)
José E. Adsuara, Adrián Pérez-Suay, Jordi Muñoz-Marí, Anna Mateo-Sanchis, Maria Piles, Gustau Camps-Valls
Nonlinear Distribution Regression for Remote Sensing Applications. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Maria Piles, Robin van der Schalie, Alexander Gruber, Jordi Muñoz-Marí, Gustavo Camps-Valls, Anna Mateo-Sanchis, Wouter Dorigo, Richard de Jeu
Global Estimation of Soil Moisture Persistence with L and C-Band Microwave Sensors. IGARSS (2018)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Manuel Campos-Taberner, F. Javier García-Haro, Gustau Camps-Valls
Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes. IGARSS (2018)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference. IEEE Geosci. Remote. Sens. Lett. 15 (11) (2018)