1. ZULUAGA Maria a.
  2. ZULUAGA Maria a.
print

ZULUAGA Maria a.

Journal

Lu, Yue; Wu, Renjie; Mueen, Abdullah; Zuluaga, Maria A.; Keogh, Eamonn

DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams

Data Mining and Knowledge Discovery, 11 January 2023
Detail
DOI
HAL
BIBTEX

Talk

Zuluaga, Maria A.

Unveiling the brain vessel architecture

Invited talk at Grenoble Institute of Neurosciences, 25 November 2022, Grenoble, France
Detail
BIBTEX

Talk

Zuluaga, Maria A

Learning-based models in medical imaging: Closing the gap towards clinical translation

3IA Côte d'Azur Scientific Days, Annual Scientific Meeting, 14-15 November 2022, Sophia Antipolis, France
Detail
BIBTEX

Conférence

Robinson, Wilfredo J.; Esposito, Flavio; Zuluaga, Maria A.

DTS: A Simulator to Estimate the Training Time of Distributed Deep Neural Networks

MASCOTS 2022, 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, 18-20 October 2022, Nice, France
Detail
Document
DOI
BIBTEX

Journal

Lareyre, Fabien; Chaptoukaev, Hava; Kiang, Sharon C.; Chaudhuri, Arindam; Behrendt, Christian-Alexander; Zuluaga, Maria A.; Raffort, Juliette

Telemedicine and digital health applications in vascular surgery

Journal of Clinical Medicine, Special Issue e-Health in Vascular Diseases, 2022, 11, 6047
Detail
Document
DOI
HAL
BIBTEX

Talk

Zuluaga, Maria A

L'intelligence artificielle et le diagnostic d'images cardiaques: problèmes résolus ?

Conférence "Le coeur numérique", in EurHeart, Journée Mondiale du Coeur, 29 September 2022, Nice, France
Detail
BIBTEX

Tutorial

Zuluaga, Maria A

Technical robustness and bias in medical imaging

MICCAI 2022, 25th International Conference on Medical Image Computing and Computer Assisted Intervention, 22 September 2022, Singapore, Singapore
Detail
BIBTEX

Conférence

Lu, Yue; Wu, Renjie; Al Mueen, Abdullah; Zuluaga, Maria A.; Keogh, Eamonn J.

Matrix profile XXIV: Scaling time series anomaly detection to trillions of datapoints and ultra-fast arriving data streams

KDD 2022, 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 14-18 August 2022, Washington DC, USA
Detail
DOI
HAL
BIBTEX

Journal

Audibert, Julien; Michiardi, Pietro; Guyard, Frédéric; Marti, Sébastien; Zuluaga, Maria A.

Do deep neural networks contribute to multivariate time series anomaly detection?

Pattern Recognition, Vol. 132, December 2022, 108945
Detail
ARXIV
DOI
HAL
BIBTEX

Conférence

Schiavone, Riccardo; Zuluaga, Maria A.

Sparsifying binary networks

Submitted to ArXiV, 11 July 2022
Detail
ARXIV
BIBTEX