sample of publications

• articles 

  • 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

• conference contributions 

  • A probabilistic topic approach for context-aware visual attention modeling.  1-6. 2016
  • A Bayesian model for brain tumor classification using clinical-based features.  2779-2783. 2014

• theses 

  • Hierarchical Representations for Spatio-Temporal Visual Attention Modeling and Understanding