A New Method of Inland Water Ship Trajectory Prediction Based on Long Short-Term Memory Network Optimized by Genetic Algorithm

Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things

(2022) Ryan Wen Liu et al.   IEEE Transactions on Network Science and Engineering

STMGCN: Mobile Edge Computing-Empowered Vessel Trajectory Prediction Using Spatio-Temporal Multigraph Convolutional Network

(2022) Ryan Wen Liu et al.   IEEE Transactions on Industrial Informatics

Predicting Ship Trajectory Based on Neural Networks Using AIS Data

(2021) Tamara A. Volkova et al.   Journal of Marine Science and Engineering

A novel MP-LSTM method for ship trajectory prediction based on AIS data

(2021) Da-wei Gao et al.   OCEAN ENGINEERING

Research on O-ring Dimension Measurement Algorithm Based on Cubic Spline Interpolation

(2021) Hu Haibing et al.   Applied Sciences-Basel

Track Prediction for HF Radar Vessels Submerged in Strong Clutter Based on MSCNN Fusion with GRU-AM and AR Model

(2021) Ling Zhang et al.   Remote Sensing

Ship Trajectory Prediction Based on Bi-LSTM Using Spectral-Clustered AIS Data

(2021) Jinwan Park et al.   Journal of Marine Science and Engineering

Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks

(2021) Samuele Capobianco et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Detecting community structure in complex networks using genetic algorithm based on object migrating automata

(2020) Bagher Zarei et al.   COMPUTATIONAL INTELLIGENCE

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

(2020) Brian Murray et al.   OCEAN ENGINEERING

A Ship Trajectory Prediction Framework Based on a Recurrent Neural Network

(2020) Yongfeng Suo et al.   SENSORS

Data-Driven Trajectory Quality Improvement for Promoting Intelligent Vessel Traffic Services in 6G-Enabled Maritime IoT Systems

(2020) Ryan Wen Liu et al.   IEEE Internet of Things Journal

Inland Ship Trajectory Restoration by Recurrent Neural Network

(2019) Cheng Zhong et al.   JOURNAL OF NAVIGATION

Ship trajectory uncertainty prediction based on a Gaussian Process model

(2019) H. Rong et al.   OCEAN ENGINEERING

Vessel Trajectory Prediction Model Based on AIS Sensor Data and Adaptive Chaos Differential Evolution Support Vector Regression (ACDE-SVR)

(2019) Jiao Liu et al.   Applied Sciences-Basel

Finding safe and efficient shipping routes in ice-covered waters: A framework and a model

(2019) Ville Lehtola et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

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

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Data-driven based automatic maritime routing from massive AIS trajectories in the face of disparity

(2018) Shu-kai Zhang et al.   OCEAN ENGINEERING

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

The Ship Movement Trajectory Prediction Algorithm Using Navigational Data Fusion

(2017) Piotr Borkowski   SENSORS

Maxout neurons for deep convolutional and LSTM neural networks in speech recognition

(2016) Meng Cai et al.   SPEECH COMMUNICATION

Batch nonlinear continuous-time trajectory estimation as exactly sparse Gaussian process regression

(2015) Sean Anderson et al.   AUTONOMOUS ROBOTS

Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction

(2013) Ali Deihimi et al.   ENERGY

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

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