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Deep Learning Methods for Vessel Trajectory Prediction based on
  Recurrent Neural Networks
v1v2 (latest)

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

IEEE Transactions on Aerospace and Electronic Systems (T-AES), 2021
7 January 2021
Samuele Capobianco
L. Millefiori
N. Forti
P. Braca
P. Willett
ArXiv (abs)PDFHTMLGithub

Papers citing "Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks"

25 / 25 papers shown
Unified Multimodal Vessel Trajectory Prediction with Explainable Navigation Intention
Unified Multimodal Vessel Trajectory Prediction with Explainable Navigation Intention
Rui Zhang
Chao Li
Kezhong Liu
C. Wang
Bolong Zheng
Hongbo Jiang
154
0
0
18 Nov 2025
Multi-vessel Interaction-Aware Trajectory Prediction and Collision Risk Assessment
Multi-vessel Interaction-Aware Trajectory Prediction and Collision Risk Assessment
Md Mahbub Alam
Jose F. Rodrigues-Jr
Gabriel Spadon
141
0
0
01 Sep 2025
GSMT: Graph Fusion and Spatiotemporal TaskCorrection for Multi-Bus Trajectory Prediction
GSMT: Graph Fusion and Spatiotemporal TaskCorrection for Multi-Bus Trajectory Prediction
Fan Ding
Hwa Hui Tew
Junn Yong Loo
Susilawati Susilawati
LiTong Liu
Fang Yu Leong
Xuewen Luo
Kar Keong Chin
Jia Jun Gan
195
0
0
12 Aug 2025
MLOps with Microservices: A Case Study on the Maritime Domain
MLOps with Microservices: A Case Study on the Maritime Domain
Renato Cordeiro Ferreira
Rowanne Trapmann
Willem-Jan van den Heuvel
152
3
0
06 Jun 2025
A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory Prediction
A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory PredictionInternational Symposium on Spatial and Temporal Databases (SSTD), 2025
Haomin Yu
Tianyi Li
Kristian Torp
Christian S. Jensen
224
2
0
27 Mar 2025
STGDPM:Vessel Trajectory Prediction with Spatio-Temporal Graph Diffusion Probabilistic Model
STGDPM:Vessel Trajectory Prediction with Spatio-Temporal Graph Diffusion Probabilistic Model
Jin Wenzhe
Tang Haina
Zhang Xudong
DiffM
284
2
0
11 Mar 2025
DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided
  Diffusion Process
DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process
Changlin Li
Yanglei Gan
Tian Lan
Yuxiang Cai
Xueyi Liu
Run Lin
Qiao Liu
229
0
0
12 Oct 2024
Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles
Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles
Tongfei
Guo
Rui Liu
Lili Su
402
5
0
25 Sep 2024
A Survey of Distance-Based Vessel Trajectory Clustering: Data
  Pre-processing, Methodologies, Applications, and Experimental Evaluation
A Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation
Maohan Liang
Ryan Wen Liu
Ruobin Gao
Zhe Xiao
Xiaocai Zhang
Hua Wang
261
12
0
13 Jul 2024
Improved context-sensitive transformer model for inland vessel
  trajectory prediction
Improved context-sensitive transformer model for inland vessel trajectory prediction
Kathrin Donandt
Karim Böttger
Dirk Söffker
197
4
0
04 Jun 2024
Short-term Inland Vessel Trajectory Prediction with Encoder-Decoder
  Models
Short-term Inland Vessel Trajectory Prediction with Encoder-Decoder Models
Kathrin Donandt
Karim Böttger
Dirk Söffker
278
13
0
04 Jun 2024
On Vessel Location Forecasting and the Effect of Federated Learning
On Vessel Location Forecasting and the Effect of Federated Learning
A. Tritsarolis
N. Pelekis
K. Bereta
D. Zissis
Y. Theodoridis
FedML
238
4
0
30 May 2024
Spatial Clustering Approach for Vessel Path Identification
Spatial Clustering Approach for Vessel Path IdentificationIEEE Access (IEEE Access), 2024
Mohamed Abuella
M. Amine Atoui
Sławomir Nowaczyk
Simon Johansson
Ethan Faghani
143
4
0
09 Mar 2024
TrackGPT -- A generative pre-trained transformer for cross-domain entity
  trajectory forecasting
TrackGPT -- A generative pre-trained transformer for cross-domain entity trajectory forecasting
Nicholas Stroh
AI4TS
244
13
0
29 Jan 2024
Auto-encoding GPS data to reveal individual and collective behaviour
Auto-encoding GPS data to reveal individual and collective behaviour
Saint-Clair Chabert-Liddell
Nicolas Bez
Pierre Gloaguen
Sophie Donnet
Stéphanie Mahévas
267
1
0
01 Dec 2023
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic
  Feature Fusion for Problem Shifting
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem ShiftingOcean Engineering (Ocean Eng.), 2023
Gabriel Spadon
Jay Kumar
Derek Eden
Josh van Berkel
Tom Foster
Amilcar Soares
Ronan Fablet
Stan Matwin
Ronald Pelot
445
13
0
29 Oct 2023
A CNN-LSTM Architecture for Marine Vessel Track Association Using
  Automatic Identification System (AIS) Data
A CNN-LSTM Architecture for Marine Vessel Track Association Using Automatic Identification System (AIS) DataItalian National Conference on Sensors (INS), 2023
Md. Asif Syed
I. Imtiaz Ahmed
171
36
0
24 Mar 2023
MSTFormer: Motion Inspired Spatial-temporal Transformer with
  Dynamic-aware Attention for long-term Vessel Trajectory Prediction
MSTFormer: Motion Inspired Spatial-temporal Transformer with Dynamic-aware Attention for long-term Vessel Trajectory Prediction
Huimin Qiang
Zhiyuan Guo
Shiyuan Xie
Xiaodong Peng
195
4
0
21 Mar 2023
Large Deviations for Classification Performance Analysis of Machine
  Learning Systems
Large Deviations for Classification Performance Analysis of Machine Learning Systems
P. Braca
L. Millefiori
A. Aubry
A. De Maio
P. Willett
280
3
0
16 Jan 2023
Statistical Hypothesis Testing Based on Machine Learning: Large
  Deviations Analysis
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations AnalysisIEEE Open Journal of Signal Processing (JOSP), 2022
P. Braca
L. Millefiori
A. Aubry
S. Maranò
A. De Maio
P. Willett
229
14
0
22 Jul 2022
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with
  Uncertainty Estimation
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty EstimationIEEE Transactions on Aerospace and Electronic Systems (TAES), 2022
Samuele Capobianco
N. Forti
L. Millefiori
P. Braca
P. Willett
151
40
0
11 May 2022
Unfolding AIS transmission behavior for vessel movement modeling on
  noisy data leveraging machine learning
Unfolding AIS transmission behavior for vessel movement modeling on noisy data leveraging machine learningIEEE Access (IEEE Access), 2022
Gabriel Spadon
M. D. Ferreira
Amilcar Soares
Stan Matwin
230
10
0
24 Feb 2022
TrAISformer -- A Transformer Network with Sparse Augmented Data
  Representation and Cross Entropy Loss for AIS-based Vessel Trajectory
  Prediction
TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory PredictionIEEE Access (IEEE Access), 2021
Duong Nguyen
Ronan Fablet
355
72
0
08 Sep 2021
Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous
  Trajectories
Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Trajectories
S. Singh
Jaya Shradha Fowdur
J. Gawlikowski
Daniel Medina
283
3
0
04 Jul 2021
NetTraj: A Network-based Vehicle Trajectory Prediction Model with
  Directional Representation and Spatiotemporal Attention Mechanisms
NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms
Yuebing Liang
Zhan Zhao
AI4TS
327
57
0
21 Jun 2021
1
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