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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. 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.
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)
2019
P. Bernabé, H. Spieker, A. Gotlieb, D. Marijan and B. Legeard. Statistics AIS Dataset from Statsat In Simula Research Laboratory., 2019.