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2021
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.PDF icon apprentissage_auto_supervise_pour_detecter_les_deconnections_ais_volontaires.pdf (2.99 MB)
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.PDF icon poster_-_encoding_temporal_and_spatial_vessel_context_using_self-supervised_learningmodel_student_abstract.pdf (1.91 MB)
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.PDF icon aaai21_abstract_student_encoding_temporal_and_spatial_vessel_context_using_self_supervised_learning_model_final.pdf (165.13 KB)
2020
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.PDF icon 2020_-_poster_-_femto_-_first_year_phd_presentation.pdf (500.42 KB)
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.PDF icon proceedings-59-00009.pdf (383.37 KB)
A. Cretin, A. Vernotte, A. Chevrot, F. Peureux, B. Legeard and P. Bernabé. Improved Testing of AI-Based Anomaly Detection Systems Using Synthetic Surveillance Data In OpenSky Symposium., 2020.
2019
P. Bernabé, H. Spieker, A. Gotlieb, D. Marijan and B. Legeard. Statistics AIS Dataset from Statsat In Simula Research Laboratory., 2019.