| Synergistic integration of optical and microwave satellite data for crop yield estimation A Mateo-Sanchis, M Piles, J Muñoz-Marí, JE Adsuara, A Pérez-Suay, ... Remote sensing of environment 234, 111460, 2019 | 108 | 2019 |
| Fair kernel learning A Pérez-Suay, V Laparra, G Mateo-García, J Muñoz-Marí, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017 | 107 | 2017 |
| A classification of artificial intelligence systems for mathematics education S Van Vaerenbergh, A Pérez-Suay Mathematics education in the age of artificial intelligence: How artificial …, 2022 | 53 | 2022 |
| Remote sensing image classification with large-scale Gaussian processes P Morales-Alvarez, A Pérez-Suay, R Molina, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1103-1114, 2017 | 49 | 2017 |
| Causal inference in geoscience and remote sensing from observational data A Pérez-Suay, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 57 (3), 1502-1513, 2018 | 38 | 2018 |
| Interpretable long short-term memory networks for crop yield estimation A Mateo-Sanchis, JE Adsuara, M Piles, J Munoz-Marí, A Perez-Suay, ... IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 33 | 2023 |
| Prototyping crop traits retrieval models for CHIME: Dimensionality reduction strategies applied to PRISMA data AB Pascual-Venteo, E Portalés, K Berger, G Tagliabue, JL Garcia, ... Remote sensing 14 (10), 2448, 2022 | 30 | 2022 |
| Kernel methods and their derivatives: Concept and perspectives for the earth system sciences JE Johnson, V Laparra, A Pérez-Suay, MD Mahecha, G Camps-Valls Plos one 15 (10), e0235885, 2020 | 25 | 2020 |
| Warped Gaussian processes in remote sensing parameter estimation and causal inference A Mateo-Sanchis, J Muñoz-Marí, A Pérez-Suay, G Camps-Valls IEEE Geoscience and Remote Sensing Letters 15 (11), 1647-1651, 2018 | 23 | 2018 |
| Randomized kernels for large scale Earth observation applications A Pérez-Suay, J Amorós-López, L Gómez-Chova, V Laparra, ... Remote Sensing of Environment 202, 54-63, 2017 | 23 | 2017 |
| Efficient nonlinear RX anomaly detectors JAP Hidalgo, A Pérez-Suay, F Nar, G Camps-Valls IEEE Geoscience and Remote Sensing Letters 18 (2), 231-235, 2020 | 19 | 2020 |
| Sensitivity maps of the Hilbert–Schmidt independence criterion A Pérez-Suay, G Camps-Valls Applied Soft Computing 70, 1054-1063, 2018 | 19 | 2018 |
| Nonlinear distribution regression for remote sensing applications JE Adsuara, A Pérez-Suay, J Muñoz-Marí, A Mateo-Sanchis, M Piles, ... IEEE Transactions on Geoscience and Remote Sensing 57 (12), 10025-10035, 2019 | 18 | 2019 |
| Physics-aware machine learning for geosciences and remote sensing G Camps-Valls, DH Svendsen, J Cortés-Andrés, Á Mareno-Martínez, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2086 …, 2021 | 17 | 2021 |
| Interpretability of recurrent neural networks in remote sensing A Pérez-Suay, JE Adsuara, M Piles, L Martínez-Ferrer, E Díaz, ... IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 17 | 2020 |
| Kernel dependence regularizers and gaussian processes with applications to algorithmic fairness Z Li, A Perez-Suay, G Camps-Valls, D Sejdinovic arXiv preprint arXiv:1911.04322, 2019 | 17 | 2019 |
| Physics-aware nonparametric regression models for Earth data analysis J Cortés-Andrés, G Camps-Valls, S Sippel, E Székely, D Sejdinovic, ... Environmental Research Letters 17 (5), 054034, 2022 | 16 | 2022 |
| Efficient kernel cook's distance for remote sensing anomalous change detection JA Padŕon-Hidalgo, A Pérez-Suay, F Nar, V Laparra, G Camps-Valls IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 11 | 2020 |
| HyperLabelMe: a web platform for benchmarking remote-sensing image classifiers J Munoz-Mari, E Izquierdo-Verdiguier, M Campos-Taberner, ... IEEE Geoscience and Remote Sensing Magazine 5 (4), 79-85, 2017 | 11 | 2017 |
| Intelligent learning management systems: Overview and application in mathematics education S Van Vaerenbergh, A Pérez-Suay Strategy, Policy, Practice, and Governance for AI in Higher Education …, 2022 | 10 | 2022 |
