Alfredo Vellido
I am currently an associate professor (formerly a Ramón
y Cajal researcher) at CS / UPC, and part of the SOCO
SGR Research Group
and the IDEAI
Research Center. Member of the IEEE Systems, Man &
Cybernetics Society Spanish Chapter, the
CIBER-BBN,
and the
IEEE-CIS
Data Mining Technical Committee , in which I am
Chair of the Task Force on Medical
Data Analysis and a member of the
Explainable
Machine Learning (EXML) Task Force. Member
of the Editorial Boards of PLoS ONE
and Neural
Processing Letters.
CS academic
coordinator at Escola Superior d’Enginyeries
Industrial, Aeroespacial i Audiovisual de Terrassa
(ESEIAAT)
Just
organized the WSOM+2019 Conference in Barcelona, Spain
(June 26-28).
Recent invited talks:
Workshop
on the Impact of Artificial Intelligence in
Healthcare
(UPF, Barcelona, Spain):
"Interpretability, explainability, and
rigurous validation of AI tools for clinical
decison making"
2nd Science
for Dialysis Meeting: Artificial
Intelligence at Bellvitge University
Hospital (Barcelona, Spain), 2018:
"Social
beasts: societal challenges of AI and ML in
medicine" (youtube
video)
Currently organizing
conference special sessions/workshops
you might want to know about:
IJCNN
2019 (Budapest, Hungary) "Explainable
Machine Learning"
IDEAL
2019 (Manchester, UK) "Machine
Learning in Healthcare"
Recently organized:
ESANN
2019 (Bruges, Belgium) "Societal
Issues in Machine Learning: When Learning
from Data is Not Enough"
ESANN
2018 (Bruges, Belgium) "Deep
Learning in Bioinformatics and Medicine",
IWBBIO
2018 (Granada, Spain) "Interpretable
Models in Biomedicine and Bioinformatics",
IJCNN
2017 (Anchorage, Alaska,
USA) "Machine Learning for Enhancing
Biomedical Data Analysis", and
NIPS
2017 (Long Beach, CA, USA) "Transparent
and interpretable Machine
Learning in Safety Critical Environments"
