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Maria A Zuluaga
Senior Lecturer, King's College London, University of London
Associate Professor, Eurecom
Joined
December 2018
Names
Maria A Zuluaga
(Preferred)
,
Maria A. Zuluaga
,
Maria Alejandra Zuluaga
Emails
****@gmail.com
(Confirmed)
,
****@eurecom.fr
(Confirmed)
,
****@eurecom.fr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Senior Lecturer
King's College London, University of London
(kcl.ac.uk)
2021
–
Present
Associate Professor
Eurecom
(eurecom.fr)
2019
–
Present
Researcher
Amadeus
(amadeus.com)
2017
–
2019
Postdoc
University College London
(ucl.ac.uk)
2012
–
2016
PhD student
INSA de Lyon
(insa-lyon.fr)
2007
–
2012
Advisors, Relations & Conflicts
Family
Marco Lorenzi
2015
–
Present
Coauthor
Sebastien Ourselin
2007
–
Present
PhD Advisee
Hava Chaptoukaev
2022
–
2025
PhD Advisee
Lisa Guzzi
2022
–
2025
PhD Advisee
Francesco Galati
2021
–
2024
PhD Advisee
Lucas Pascal
2019
–
2021
PhD Advisee
Guotai Wang
2014
–
2017
PhD Advisee
Alex F. Mendelson
2013
–
2017
Postdoc Advisor
Francoise Peyrin
2011
–
2012
PhD Advisor
Maciej Orkisz
2007
–
2011
Expertise
Trustworthy AI and robustness
2020
–
Present
active learning
2016
–
Present
interactive segmentation
2015
–
Present
evaluation and validation frameworks
2012
–
Present
anomaly detection (time series
,
images)
2011
–
Present
medical image segmentation
2007
–
Present
neurovascular imaging
2007
–
Present
medical imaging
2007
–
Present
Publications
StressID: a Multimodal Dataset for Stress Identification
Hava Chaptoukaev
,
Valeriya Strizhkova
,
Michele Panariello
,
Bianca Dalpaos
,
Aglind Reka
,
Valeria Manera
,
Susanne Thummler
,
Esma ISMAILOVA
,
Nicholas Evans
,
Francois Bremond
,
Massimiliano Todisco
,
Maria A Zuluaga
,
Laura M. Ferrari
NeurIPS 2023 Datasets and Benchmarks Poster
Readers:
Everyone
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams
Yue Lu
,
Renjie Wu
,
Abdullah Mueen
,
Maria A. Zuluaga
,
Eamonn J. Keogh
Mar 2023 (modified: 24 Apr 2023)
Data Min. Knowl. Discov. 2023
Readers:
Everyone
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams
Yue Lu
,
Renjie Wu
,
Abdullah Mueen
,
Maria A. Zuluaga
,
Eamonn J. Keogh
2022 (modified: 30 Dec 2022)
KDD 2022
Readers:
Everyone
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
Julien Audibert
,
Pietro Michiardi
,
Frédéric Guyard
,
Sébastien Marti
,
Maria A. Zuluaga
2022 (modified: 30 Dec 2022)
CoRR 2022
Readers:
Everyone
Translating Emotions from EEG to Visual Arts
Piera Riccio
,
Francesco Galati
,
Maria A. Zuluaga
,
Juan Carlos De Martin
,
Stefano Nichele
2022 (modified: 30 Dec 2022)
EvoMUSART 2022
Readers:
Everyone
Class-wise Thresholding for Robust Out-of-Distribution Detection
Matteo Guarrera
,
Baihong Jin
,
Tung-Wei Lin
,
Maria A. Zuluaga
,
Yuxin Chen
,
Alberto L. Sangiovanni-Vincentelli
2022 (modified: 30 Dec 2022)
CVPR Workshops 2022
Readers:
Everyone
Exploring Auditory Acoustic Features for The Diagnosis of Covid-19
Madhu R. Kamble
,
Jose Patino
,
Maria A. Zuluaga
,
Massimiliano Todisco
2022 (modified: 30 Dec 2022)
ICASSP 2022
Readers:
Everyone
Do deep neural networks contribute to multivariate time series anomaly detection?
Julien Audibert
,
Pietro Michiardi
,
Frédéric Guyard
,
Sébastien Marti
,
Maria A. Zuluaga
2022 (modified: 30 Dec 2022)
Pattern Recognit. 2022
Readers:
Everyone
Exploring auditory acoustic features for the diagnosis of the Covid-19
Madhu R. Kamble
,
Jose Patino
,
Maria A. Zuluaga
,
Massimiliano Todisco
2022 (modified: 30 Dec 2022)
CoRR 2022
Readers:
Everyone
Fairness and bias correction in machine learning for depression prediction: results from four different study populations
Vien Ngoc Dang
,
Anna Cascarano
,
Rosa H. Mulder
,
Charlotte Cecil
,
Maria A. Zuluaga
,
Jerónimo Hernández-González
,
Karim Lekadir
2022 (modified: 30 Dec 2022)
CoRR 2022
Readers:
Everyone
View all 76 publications
Co-Authors
A. Miserochi
Aad van der Lugt
Abbas Khushnood
Abdelaziz Daoudi
Abdullah Mueen
Aglind Reka
Albert C. S. Chung
Alberto L. Sangiovanni-Vincentelli
Alejandro Gomez-Alanis
Alejandro Gómez Alanís
Alex F. Mendelson
Alexander Schlaefer
Alexandra Pacureanu
Andrew Mayall Taylor
Andrew W. McEvoy
Andrés Santos
Angel M. Gomez
Angélica Maria Atehortúa Labrador
Anna Cascarano
Anna L. David
Anna Miserocchi
Antonio M. Peinado
Arjan J. Geers
B. Michael Kelm
Baihong Jin
View all 230 co-authors