Publicaciones en las que colabora con ADRIAN PEREZ SUAY (28)

2023

  1. Interpretable Long Short-Term Memory Networks for Crop Yield Estimation

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

2022

  1. Kernel dependence regularizers and Gaussian processes with applications to algorithmic fairness

    Pattern Recognition, Vol. 132

  2. Physics-aware nonparametric regression models for Earth data analysis

    Environmental Research Letters, Vol. 17, Núm. 5

2021

  1. Efficient Nonlinear RX Anomaly Detectors

    IEEE Geoscience and Remote Sensing Letters, Vol. 18, Núm. 2, pp. 231-235

  2. Erratum: Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences (PloS one (2020) 15 10 (e0235885))

    PloS one

  3. PHYSICS-AWARE MACHINE LEARNING FOR GEOSCIENCES AND REMOTE SENSING

    International Geoscience and Remote Sensing Symposium (IGARSS)

2020

  1. Discovering Differential Equations from Earth Observation Data

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Efficient kernel cook's distance for remote sensing anomalous change detection

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 13, pp. 5480-5488

  3. Interpretability of Recurrent Neural Networks in Remote Sensing

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Kernel methods and their derivatives: Concept and perspectives for the earth system sciences

    PLoS ONE, Vol. 15, Núm. 10 October

  5. Machine learning methods for spatial and temporal parameter estimation

    Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35

2019

  1. Causal Inference in Geoscience and Remote Sensing from Observational Data

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 3, pp. 1502-1513

  2. Nonlinear distribution regression for remote sensing applications

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 12, pp. 10025-10035

  3. Synergistic integration of optical and microwave satellite data for crop yield estimation

    Remote Sensing of Environment, Vol. 234

2018

  1. A deep network approach to multitemporal cloud detection

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Consistent regression of biophysical parameters with kernel methods

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Nonlinear cook distance for anomalous change detection

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Passive millimeter wave image classification with large scale Gaussian processes

    Proceedings - International Conference on Image Processing, ICIP

  5. Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 11, pp. 3977-3987

  6. Randomized RX for target detection

    International Geoscience and Remote Sensing Symposium (IGARSS)