Concepedia

Duong Nguyen

DN

6

Publications

335

Citations

6

H-Index

2018

Active since

Affiliations

IMT Atlantique(Current)

Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance

Université de Bretagne Occidentale

Collecte Localisation Satellites (France)

Duong Nguyen is an author at IMT Atlantique specializing in data science, machine learning, and engineering.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceArtificial IntelligenceMachine VisionInverse ProblemsIntelligent SystemsPredictive Analytics

Publications per year

2018–2024

6

Publications

6

A Multi-Task Deep Learning Architecture for Maritime Surveillance Using AIS Data Streams

Duong Nguyen, Rodolphe Vadaine, Guillaume Hajduch et al. · 2018 · 121 citations · Full text

<i>GeoTrackNet</i>—A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and <i>A Contrario</i> Detection

Duong Nguyen, Rodolphe Vadaine, Guillaume Hajduch et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 104 citations · Full text

A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction

Duong Nguyen, Ronan Fablet · IEEE Access · 2024 · 57 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

TrAISformer-A generative transformer for AIS trajectory prediction.

Duong Nguyen, Ronan Fablet · arXiv (Cornell University) · 2021 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean

Duong Nguyen, Matthieu Simonin, Guillaume Hajduch et al. · 2020 · 15 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +22

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