| Multiple attention-guided capsule networks for hyperspectral image classification ME Paoletti, S Moreno-Alvarez, JM Haut IEEE Transactions on Geoscience and Remote Sensing 60, 1-20, 2021 | 47 | 2021 |
| Distributed deep learning for remote sensing data interpretation JM Haut, ME Paoletti, S Moreno-Álvarez, J Plaza, JA Rico-Gallego, ... Proceedings of the IEEE 109 (8), 1320-1349, 2021 | 39 | 2021 |
| AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification ME Paoletti, S Moreno-Álvarez, Y Xue, JM Haut, A Plaza IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 36 | 2023 |
| Heterogeneous model parallelism for deep neural networks S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego Neurocomputing 441, 1-12, 2021 | 22 | 2021 |
| Training deep neural networks: a static load balancing approach S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego, JC Diaz-Martin, ... The Journal of Supercomputing 76, 9739-9754, 2020 | 14 | 2020 |
| Parameter-free attention network for spectral–spatial hyperspectral image classification ME Paoletti, X Tao, L Han, Z Wu, S Moreno-Álvarez, SK Roy, A Plaza, ... IEEE Transactions on Geoscience and Remote Sensing 61, 1-17, 2023 | 11 | 2023 |
| A comprehensive survey of imbalance correction techniques for hyperspectral data classification ME Paoletti, O Mogollon-Gutierrez, S Moreno-Álvarez, JC Sancho, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 11 | 2023 |
| Deep mixed precision for hyperspectral image classification ME Paoletti, X Tao, JM Haut, S Moreno-Álvarez, A Plaza The Journal of Supercomputing 77, 9190-9201, 2021 | 9 | 2021 |
| Cloud-based analysis of large-scale hyperspectral imagery for oil spill detection JM Haut, S Moreno-Alvarez, R Pastor-Vargas, A Perez-Garcia, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 8 | 2023 |
| Remote sensing image classification using CNNs with balanced gradient for distributed heterogeneous computing S Moreno-Álvarez, ME Paoletti, G Cavallaro, JA Rico, JM Haut IEEE geoscience and remote sensing letters 19, 1-5, 2022 | 7 | 2022 |
| Federated learning meets remote sensing S Moreno-Álvarez, ME Paoletti, AJ Sanchez-Fernandez, JA Rico-Gallego, ... Expert Systems with Applications, 124583, 2024 | 4 | 2024 |
| Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines JM Haut, JM Franco-Valiente, ME Paoletti, S Moreno-Álvarez, ... SN Computer Science 5 (6), 719, 2024 | 3 | 2024 |
| Heterogeneous gradient computing optimization for scalable deep neural networks S Moreno-Álvarez, ME Paoletti, JA Rico-Gallego, JM Haut The Journal of Supercomputing 78 (11), 13455-13469, 2022 | 3 | 2022 |
| A tool to assess the communication cost of parallel kernels on heterogeneous platforms JA Rico-Gallego, S Moreno-Álvarez, JC Díaz-Martín, AL Lastovetsky The Journal of Supercomputing 76 (6), 4629-4644, 2020 | 3 | 2020 |
| Analytical communication performance models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms JA Rico-Gallego, JC Díaz-Martín, C Calvo-Jurado, S Moreno-Álvarez, ... The Journal of Supercomputing 75, 1654-1669, 2019 | 3 | 2019 |
| Self-Supervised learning on small In-Domain datasets can overcome supervised learning in remote sensing AJ Sanchez-Fernandez, S Moreno-Álvarez, JA Rico-Gallego, S Tabik IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | 2 | 2024 |
| Uned team at bea 2024 shared task: Testing different input formats for predicting item difficulty and response time in medical exams A Rodrigo, S Moreno-Álvarez, A Peñas Proceedings of the 19th Workshop on Innovative Use of NLP for Building …, 2024 | 2 | 2024 |
| Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images L Han, ME Paoletti, S Moreno-Álvarez, JM Haut, R Pastor-Vargas, A Plaza IEEE Transactions on Geoscience and Remote Sensing 62, 1-14, 2024 | 2 | 2024 |
| Enhancing distributed neural network training through node-based communications S Moreno-Álvarez, ME Paoletti, G Cavallaro, JM Haut IEEE transactions on neural networks and learning systems, 2023 | 2 | 2023 |
| Deep attention-driven HSI scene classification based on inverted dot-product ME Paoletti, X Tao, L Han, Z Wu, S Moreno-Álvarez, JM Haut IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 1 | 2022 |
Juan. M. HautAssociate Professor, Dpt. of Computer and Communications, University of ExtremaduraAdresă de e-mail confirmată pe unex.es