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E. J. Husom, P. Bernabé and S. Sen

Deep learning to predict power output from respiratory inductive plethysmography data

Applied AI Letters 3, no. 2 (2022): e65.
Journal Article
2022
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P. Bernabé, A. Gotlieb, B. Legeard, F. O. Sem-Jacobsen and H. Spieker

Apprentissage auto-supervisé pour la détection d’actions illégales lors de la surveillance du trafic maritime

In Applications Pratiques de l’Intelligence Artificielle. AFIA, 2021.
Proceedings, refereed
2021
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M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Proceedings, refereed
2021
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P. Bernabé, H. Spieker, B. Legeard and A. Gotlieb

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

In Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 35. AAAI, 2021.
Proceedings, refereed
2021
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2022

Journal articles

E. J. Husom, P. Bernabé and S. Sen

Deep learning to predict power output from respiratory inductive plethysmography data

Applied AI Letters 3, no. 2 (2022): e65.
Status: Published
2021

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Status: Published
P. Bernabé, H. Spieker, B. Legeard and A. Gotlieb

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

In Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 35. AAAI, 2021.
Status: Published
P. Bernabé, A. Gotlieb, B. Legeard, F. O. Sem-Jacobsen and H. Spieker

Apprentissage auto-supervisé pour la détection d’actions illégales lors de la surveillance du trafic maritime

In Applications Pratiques de l’Intelligence Artificielle. AFIA, 2021.
Status: Published

Posters

P. Bernabé, H. Spieker, A. Gotlieb and B. Legeard

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

AAAI Conference on Artificial Intelligence (AAAI-21), Student Abstract and Poster Program, 2021.
Status: Published
2020

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Status: Published
A. Chevrot, A. Vernotte, P. Bernabé, A. Cretin, F. Peureux and B. Legeard

Improved Testing of AI-Based Anomaly Detection Systems Using Synthetic Surveillance Data

In OpenSky Symposium. MDPI, 2020.
Status: Published
S. Sen, P. Bernabé and E. J. Husom

DeepVentilation: Learning to Predict Physical Effort from Breathing

In The Twenty-Ninth International Joint Conference on Artificial Intelligence Demos. IJCAI, 2020.
Status: Published
S. Sen, P. Bernabé and S. Hamnvik

Yolo4Apnea: Real-time Detection of Obstructive Sleep Apnea

In The Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20). IJCAI, 2020.
Status: Published

Posters

P. Bernabé, A. Gotlieb and B. Legeard

Detection of False Data Injection in AIS Vessels Communication Using Machine Learning

FEMTO-ST Institute, Besancon, France, 2020.
Status: Published