| Wildfire Danger Prediction and Understanding with Deep Learning S Kondylatos, I Prapas, M Ronco, I Papoutsis, G Camps‐Valls, M Piles, ... Geophysical Research Letters, e2022GL099368, 2022 | 77 | 2022 |
| Deep learning methods for daily wildfire danger forecasting I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, M Ronco, ... arXiv preprint arXiv:2111.02736, 2021 | 35 | 2021 |
| Interpretable global-local dynamics for the prediction of eye fixations in autonomous driving scenarios J Martinez-Cebrian, MA Fernandez-Torres, F Diaz-De-Maria IEEE Access 8, 217068-217085, 2020 | 10 | 2020 |
| Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical evidence from log-files in a Learning Management System V Laparra, A Pérez-Suay, M Piles, J Muñoz-Marí, J Amorós, ... IEEE Revista Iberoamericana de Tecnologias del Aprendizaje, 2023 | 9 | 2023 |
| Learning Granger Causal Feature Representations G Varando, MA Fernández-Torres, G Camps-Valls ICML 2021 Workshop Tackling Climate Change with Machine Learning, 2021 | 8 | 2021 |
| Enriched dermoscopic-structure-based cad system for melanoma diagnosis J López-Labraca, MÁ Fernández-Torres, I González-Díaz, ... Multimedia Tools and Applications 77, 12171-12202, 2018 | 7 | 2018 |
| A Bayesian model for brain tumor classification using clinical-based features T Martínez-Cortés, MÁ Fernández-Torres, A Jiménez-Moreno, ... 2014 IEEE International Conference on Image Processing (ICIP), 2779-2783, 2014 | 7 | 2014 |
| Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing A Höhl, I Obadic, MÁ Fernández-Torres, H Najjar, DAB Oliveira, Z Akata, ... IEEE Geoscience and Remote Sensing Magazine, 2024 | 5* | 2024 |
| Probabilistic topic model for context-driven visual attention understanding MÁ Fernández-Torres, I González-Díaz, F Díaz-de-María IEEE Transactions on Circuits and Systems for Video Technology 30 (6), 1653-1667, 2019 | 5 | 2019 |
| Learning about Student Performance from Moodle logs in a Higher Education Context AP Suay, S Van Vaerenbergh, M Piles, V Laparra, AB Pascual-Venteo, ... 2022 XII International Conference on Virtual Campus (JICV), 1-4, 2022 | 4 | 2022 |
| DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes C Ji, T Fincke, V Benson, G Camps-Valls, MA Fernandez-Torres, F Gans, ... arXiv preprint arXiv:2406.18179, 2024 | 3 | 2024 |
| A probabilistic topic approach for context-aware visual attention modeling MA Fernández-Torres, I González-Díaz, F Díaz-de-María 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016 | 3 | 2016 |
| Domain knowledge-driven variational recurrent networks for drought monitoring M Zhang, MÁ Fernández-Torres, G Camps-Valls Remote Sensing of Environment 311, 114252, 2024 | 2 | 2024 |
| Recent trends challenges and limitations of explainable ai in remote sensing A Höhl, I Obadic, MA Fernández-Torres, D Oliveira, XX Zhu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
| USCC: A Benchmark Dataset for Crop Yield Prediction under Climate Extremes A Höhl, S Ofori-Ampofo, I Obadic, MÁ Fernández-Torres, R Salih Kuzu, ... EGU General Assembly Conference Abstracts, EGU-15540, 2023 | 2 | 2023 |
| Learning Causal Representations with Granger PCA G Varando, MÁ Fernández-Torres, J Muñoz-Marí, G Camps-Valls UAI 2022 Workshop on Causal Representation Learning, 2022 | 2 | 2022 |
| Explainable deep learning for wildfire danger estimation M Ronco, I Prapas, S Kondylatos, I Papoutsis, G Camps-Valls, ... EGU General Assembly Conference Abstracts, EGU22-11787, 2022 | 2 | 2022 |
| The AIDE Toolbox: Artificial intelligence for disentangling extreme events [Software and Data Sets] M Gonzalez-Calabuig, J Cortés-Andrés, TKE Williams, M Zhang, ... IEEE Geoscience and Remote Sensing Magazine 12 (2), 113-118, 2024 | 1* | 2024 |
| Hybrid Recurrent Neural Network for Drought Monitoring M Zhang, MÁ Fernández-Torres, G Camps-Valls NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning, 2022 | 1* | 2022 |
| Assessing the Impact of Using Short Videos for Teaching at University Level V Laparra, M Piles, A Pérez-Suay, J Muñoz-Marí, J Amorós, ... 2022 XII International Conference on Virtual Campus (JICV), 1-4, 2022 | 1 | 2022 |
Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
