Miguel-Ángel Fernández-Torres (Preferred)
, Miguel Angel Fernandez-Torres
Miguel-Ángel Fernández-Torres
Assistant Professor, Universidad Carlos III de Madrid
Postdoc, Universidad de Valencia
- Joined June 2022
Names
Emails
****@uv.es (Confirmed)
, ****@ing.uc3m.es (Confirmed)
Personal Links
Career & Education History
Assistant Professor
Universidad Carlos III de Madrid (uc3m.es)
2024 – Present
Postdoc
Universidad de Valencia (uv.es)
2020 – 2024
Advisors, Relations & Conflicts
Postdoc Advisee
Oscar J Pellicer-Valero
Present
PhD Advisee
Adrian Höhl
2022 – 2024
PhD Advisee
Maria Gonzalez-Calabuig
2020 – 2024
PhD Advisee
Mengxue Zhang
2020 – 2024
PhD Advisor
Fernando Díaz-de-María
2014 – 2019
PhD Advisor
Iván González-Díaz
2014 – 2019
Expertise
Wildfire danger prediction, wildfire danger understanding, recurrent neural networks, convolutional neural networks, explainable artificial intelligence, SHAP values
2020 – 2024
Western-European heatwaves, spatio-temporal dynamics, 3D convolutional neural networks, autoencoder, clustering, K-means, Gaussian Mixture Model
2020 – 2024
Analytical models, Solid modeling, Recurrent neural networks, Time series analysis, Pipelines, Probabilistic logic, Data models, Artificial intelligence, Anomaly detection
2020 – 2024
Reviews, Artificial intelligence, Databases, Data models, Taxonomy, Stakeholders, Artificial neural networks, Uncertainty, Training, Systematics, explainable artificial intelligence
2020 – 2024
Drought monitoring, Hybrid modelling, Domain knowledge, Long short-term memory (LSTM), Variational encoder-decoder (VED)
2020 – 2024
Top-down visual attention, hierarchical probabilistic framework, context-aware model, latent topic models
2014 – 2020
Top-down visual attention, eye fixation prediction, context-based learning, interpretability, capsule networks, convolutional neural networks, autonomous driving
2014 – 2020
Melanoma diagnosis, computer-aided diagnosis, enriched diagnosis, dermoscopic structures, Bayesian fusion
2014 – 2020
Visual attention, saliency, scene analysis, aesthetics assessment, veature extraction, video impact assessment
2014 – 2020