Predicting Ship Trajectory Based on Neural Networks Using AIS Data

Data mining approach to shipping route characterization and anomaly detection based on AIS data

(2020) H. Rong et al.   OCEAN ENGINEERING

Ship-handling behavior pattern recognition using AIS sub-trajectory clustering analysis based on the T-SNE and spectral clustering algorithms

(2020) Miao Gao et al.   OCEAN ENGINEERING

A dual linear autoencoder approach for vessel trajectory prediction using historical AIS data

(2020) Brian Murray et al.   OCEAN ENGINEERING

Vessel Trajectory Prediction Using Historical Automatic Identification System Data

(2020) Danial Alizadeh et al.   JOURNAL OF NAVIGATION

A ship movement classification based on Automatic Identification System (AIS) data using Convolutional Neural Network

(2020) Xiang Chen et al.   OCEAN ENGINEERING

Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques

(2020) Zhe Xiao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A model for vessel trajectory prediction based on long short-term memory neural network

(2019) Huang Tang et al.   Journal of Marine Engineering and Technology

Use of AIS data for guidance and control of path-following autonomous vessels

(2019) Haitong Xu et al.   OCEAN ENGINEERING

Traffic Pattern Mining and Forecasting Technologies in Maritime Traffic Service Networks: A Comprehensive Survey

(2019) Zhe Xiao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Study of Automatic Anomalous Behaviour Detection Techniques for Maritime Vessels

(2017) Abdoulaye Sidibé et al.   JOURNAL OF NAVIGATION

The Ship Movement Trajectory Prediction Algorithm Using Navigational Data Fusion

(2017) Piotr Borkowski   SENSORS

Online event recognition from moving vessel trajectories

(2016) Kostas Patroumpas et al.   GEOINFORMATICA

A study on the collision avoidance of a ship using neural networks and fuzzy logic

(2012) Jin-Hyeong Ahn et al.   APPLIED OCEAN RESEARCH

Machine learning for vessel trajectories using compression, alignments and domain knowledge

(2012) Gerben Klaas Dirk de Vries et al.   EXPERT SYSTEMS WITH APPLICATIONS