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.
Special Sessions
Currently
Organized:
CIABiomed
2025 special session on Explainable,
Robust and Trustworthy AI (ERTAI),
Seville, 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
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.
IEEE
SSCI 2025
Symposium on
Explainable,
Responsible, and
Trustworthy CI
(CITREx),
Trondheim, Norway.
