Co-author Network
Co-researcher Network
sample of publications
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articles
- Explainability can foster trust in artificial intelligence in geoscience. Nature Geoscience. 18:112-114. 2025
- Generative networks for spatio-temporal gap filling of Sentinel-2 reflectances. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 220:637-648. 2025
- DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts. Scientific Data. 12:149-1-149-10. 2025
- Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing. IEEE Geoscience and Remote Sensing Magazine. 12:261-304. 2024
- Deep Learning with Noisy Labels for Spatio-Temporal Drought Detection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 62:1-13. 2024
- Detecting Spatiotemporal Dynamics of Western European Heatwaves Using Deep Learning. ARTIFICIAL INTELLIGENCE FOR THE EARTH SYSTEMS. 3. 2024
- The AIDE Toolbox: Artificial intelligence for disentangling extreme events. IEEE Geoscience and Remote Sensing Magazine. 12:113-118. 2024
- Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence from log-files in a Learning Management System. Revista Iberoamericana de Tecnologias del Aprendizaje. 18:233-238. 2023
- Wildfire Danger Prediction and Understanding with Deep Learning. GEOPHYSICAL RESEARCH LETTERS. 49. 2022
- Interpretable global-local dynamics for the prediction of eye fixations in autonomous driving scenarios. IEEE Access. 8:217068-217085. 2020
- Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 30:1653-1667. 2019
- Exploiting visual saliency for assessing the impact of car commercials upon viewers. MULTIMEDIA TOOLS AND APPLICATIONS. 77:18903-18933. 2018
- Enriched dermoscopic-structure-based cad system for melanoma diagnosis. MULTIMEDIA TOOLS AND APPLICATIONS. 77:12171-12202. 2018
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conference contributions
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theses