1. ZULUAGA Maria a.
  2. ZULUAGA Maria a.
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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
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Talk

Zuluaga, Maria A.

Unveiling the brain vessel architecture

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

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
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Document
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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
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Document
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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
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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
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Conference

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
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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
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ARXIV
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Conference

Schiavone, Riccardo; Zuluaga, Maria A.

Sparsifying binary networks

Submitted to ArXiV, 11 July 2022
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ARXIV
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