Predicting Vessel Trajectories from Ais Data Using R

[1]  Mark R. Morelande,et al.  Statistical analysis of motion patterns in AIS Data: Anomaly detection and motion prediction , 2008, 2008 11th International Conference on Information Fusion.

[2]  Eric R. Ziegel,et al.  The Elements of Statistical Learning , 2003, Technometrics.

[3]  John C. McEachen,et al.  A spatiotemporal clustering approach to maritime domain awareness , 2013, 2013, 7th International Conference on Signal Processing and Communication Systems (ICSPCS).

[4]  Yihui Xie,et al.  Create Interactive Web Maps with the JavaScript 'Leaflet'Library , 2015 .

[5]  Amar Gupta,et al.  Computing Aircraft Position Prediction , 2008 .

[6]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[7]  Michele Vespe,et al.  Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction , 2013, Entropy.

[8]  Mohan M. Trivedi,et al.  Trajectory Learning for Activity Understanding: Unsupervised, Multilevel, and Long-Term Adaptive Approach , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[9]  E. Pebesma,et al.  Classes and Methods for Spatial Data , 2015 .

[10]  A. Harati-Mokhtari,et al.  Automatic Identification System (AIS): Data Reliability and Human Error Implications , 2007, Journal of Navigation.

[11]  Lawrence D. Stone,et al.  Bayesian Multiple Target Tracking , 1999 .

[12]  John C. McEachen,et al.  Traffic pattern detection using the Hough transformation for anomaly detection to improve maritime domain awareness , 2014, 17th International Conference on Information Fusion (FUSION).

[14]  Paolo Braca,et al.  Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results , 2014, 17th International Conference on Information Fusion (FUSION).

[15]  Ali S. Hadi,et al.  Finding Groups in Data: An Introduction to Chster Analysis , 1991 .

[16]  C. Bil,et al.  Ship motion prediction for launch and recovery of air vehicles , 2005, Proceedings of OCEANS 2005 MTS/IEEE.

[17]  Paolo Braca,et al.  Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction , 2016, IEEE Transactions on Aerospace and Electronic Systems.

[18]  M. Vespe,et al.  Unsupervised learning of maritime traffic patterns for anomaly detection , 2012 .

[19]  Marco Balduzzi,et al.  A security evaluation of AIS automated identification system , 2014, ACSAC.

[20]  Lily Rachmawati,et al.  Exploiting AIS Data for Intelligent Maritime Navigation: A Comprehensive Survey From Data to Methodology , 2016, IEEE Transactions on Intelligent Transportation Systems.

[21]  Mohan M. Trivedi,et al.  A Survey of Vision-Based Trajectory Learning and Analysis for Surveillance , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[22]  Lily Rachmawati,et al.  An Automatic Identification System (AIS) Database for Maritime Trajectory Prediction and Data Mining , 2016, ArXiv.