Alfredo Vellido
I am currently a full professor at CS / UPC,
and part of the SOCO
Research Group @ SGR IDEAI-UPC
Research Center.
Member of the CIBER-BBN,
IABiomed
and the IEEE-CIS
Data Mining and Big Data Analytics Technical
Committee ,
in which I am Chair of the
Explainable
Machine Learning (EXML) Task Force
and a member of the Task
Force on Medical Data Analysis.
Member of the Editorial Boards of Neural
Processing Letters and Frontiers
in Artificial Intelligence, Medicine and Public Health.
Director of the IDEAI-UPC
Research Center.
Deputy Director of Quality at ESEIAAT, UPC
Campus Terrassa.
Special Sessions
Currently
Organized:
IEEE
SSCI 2025 Symposium on Explainable,
Responsible, and Trustworthy CI (CITREx),
Trondheim, Norway.
ESANN
2025 Special Session on Machine learning
and applied AI in cognitive sciences and
psychology, Bruges, Belgium.
IWANN
2025 Special Session on Explainable and
Interpretable ML (xAI) with a focus on
applications, A Coruņa, Spain.
Some
invited talks:
Impact of IA in the Health
sector (In Spanish, Diada de les TIC a
Catalunya '23): youtube video
Workshop
on the Impact of Artificial Intelligence in
Healthcare
(UPF, Barcelona, Spain), 2019
"Social
beasts: societal challenges of AI and ML
in medicine" (youtube
video)
Some past conferences/special
sessions/workshops over the last five years:
The
Coming of Age of
Explainable AI (XAI) and
Machine Learning,
IJCNN 2023, (Queensland,
Australia)
Explainable
AI in Healthcare
(XAI-Healthcare 2023)
Workshop, AIME 2023, (Portoroz,
Slovenia)
Analysis of Molecular
Dynamics Data in
Proteomics, IWBBIO 2023, (Gran Canaria,
Spain)
ESANN
2021 (virtual event)
"Interpretable Models in Machine
Learning and Explainable Artificial
Intelligence"
IJCNN
2021 (virtual event) "Transparent
and Explainable Artificial
Intelligence (XAI) for Health"
WCCI/IJCNN
2020 (Glasgow, Scotland, UK) "Explainable
Computational/Artificial
Intelligence Methods"
