MarineTraffic-A day in numbers, 2016. ,
A new model and efficient tracker for a target with curvilinear motion, IEEE Transactions on Aerospace and Electronic Systems, vol.33, issue.3, pp.1030-1037, 1997. ,
Maritime Traffic Monitoring Based on Vessel Detection, Tracking, State Estimation, and Trajectory Prediction, IEEE Transactions on Intelligent Transportation Systems, vol.13, issue.3, pp.1188-1200, 2012. ,
Comparison and evaluation of advanced motion models for vehicle tracking, 2008 11th International Conference on Information Fusion, pp.1-6, 2008. ,
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction, IEEE Transactions on Aerospace and Electronic Systems, vol.52, issue.5, pp.2313-2330, 2016. ,
Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results, 17th International Conference on Information Fusion (FUSION), pp.1-7, 2014. ,
Knowledge-based vessel position prediction using historical AIS data, 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), pp.1-6, 2015. ,
AIS-based vessel trajectory prediction, 2017 20th International Conference on Information Fusion (Fusion), pp.1-8, 2017. ,
Multiple Ornstein-Uhlenbeck Processes for Maritime Traffic Graph Representation, IEEE Transactions on Aerospace and Electronic Systems, pp.1-1, 2018. ,
Trajectory Clustering: A Partitionand-group Framework, Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data, ser. SIGMOD '07, pp.593-604, 2007. ,
Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction, Entropy, vol.15, issue.6, pp.2218-2245, 2013. ,
Stattistical Anomaly Detection for Maritime Surveillance and Monitoring, Maritime Knowledge Discovery and Anomaly Detection Workshop, 2016. ,
Analysis of Vessel Trajectories for Maritime Surveillance and Fisheries Management, Maritime Knowledge Discovery and Anomaly Detection Workshop, 2016. ,
Maritime situation monitoring and awareness using learning mechanisms, MILCOM 2005-2005 IEEE Military Communications Conference, vol.1, pp.646-652, 2005. ,
Anomaly detection for sea surveillance, 2008 11th International Conference on Information Fusion, pp.1-8, 2008. ,
Statistical analysis of motion patterns in AIS Data: Anomaly detection and motion prediction, 2008 11th International Conference on Information Fusion, pp.1-7, 2008. ,
Maritime anomaly detection using Gaussian Process active learning, 2012 15th International Conference on Information Fusion, pp.1164-1171, 2012. ,
Fast Maritime Anomaly Detection using KD Tree Gaussian Processes, 2011. ,
Detection of vessel anomalies-a Bayesian network approach, Sensor Networks and Information 2007 3rd International Conference on Intelligent Sensors, pp.395-400, 2007. ,
Anomaly detection in vessel tracks using Bayesian networks, International Journal of Approximate Reasoning, vol.55, issue.1, pp.84-98, 2014. ,
Deep learning, Nature, vol.521, issue.7553, pp.436-444, 2015. ,
A Recurrent Latent Variable Model for Sequential Data, Advances in neural information processing systems, pp.2980-2988, 2015. ,
Sequential Neural Models with Stochastic Layers, Advances in Neural Information Processing Systems, pp.2199-2207, 2016. ,
Filtering Variational Objectives, Advances in Neural Information Processing Systems, pp.6576-6586, 2017. ,
Representation Learning: A Review and New Perspectives, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, issue.8, pp.1798-1828, 2013. ,
Auto-Encoding Variational Bayes, 2013. ,
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks, 2017. ,
An A-Contrario Approach for Object Detection in Video Sequence, International Journal of Pure and Apllied Mathematics, vol.89, issue.2, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01694165
Adam: A Method for Stochastic Optimization, Proceedings of the International Conference on Learning Representations (ICLR), 2015. ,