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Duong Nguyen
Duong Nguyen
Ekimetrics, Paris
Verified email at ekimetrics.com
Title
Cited by
Cited by
Year
A Multi-task Deep Learning Architecture for Maritime Surveillance using AIS Data Streams
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
The 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
1192018
GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
IEEE Transactions on Intelligent Transportation Systems, 2020
912020
Learning latent dynamics for partially observed chaotic systems
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (10), 2020
522020
EM-like learning chaotic dynamics from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
402019
A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction
D Nguyen, R Fablet
IEEE Access, 2024
37*2024
Detection of Abnormal Vessel Behaviors from AIS data using GeoTrackNet: from the Laboratory to the Ocean
D Nguyen, M Simonin, G Hajduch, R Vadaine, C Tedeschi, R Fablet
2020 21st IEEE International Conference on Mobile Data Management (MDM), 2020
172020
Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
D Nguyen, S Ouala, L Drumetz, R Fablet
162020
Assimilation-based Learning of Chaotic Dynamical Systems from Noisy and Partial Data
D Nguyen, S Ouala, L Drumetz, R Fablet
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2020
142020
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
D Nguyen, OS Kirsebom, F Frazão, R Fablet, S Matwin
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and …, 2019
112019
LEARNING OCEAN DYNAMICAL PRIORS FROM NOISY DATA USING ASSIMILATION-DERIVED NEURAL NETS
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
42019
An AIS-based Deep Learning Model for Vessel Monitoring
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
NATO CMRE Maritime Big Data Workshop, 2018
22018
Learning Chaotic and Stochastic Dynamics from Noisy and Partial Observation using Variational Deep Learning
D Nguyen, S Ouala, L Drumetz, R Fablet
CI'2020 : 10th International Conference on Climate Informatics, 2020
2020
Learning Latent Dynamics for Partially-Observed Chaotic Systems
D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, L Gaultier, ...
2019
Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations
S Ouala, R Fablet, D Nguyen, L Drumetz, B Chapron, A Pascual, ...
EGU 2019: General Assembly 2019 of the European Geosciences Union, 2019
2019
Learning Constrained Dynamical Embeddings for Geophysical Dynamics
S Ouala, D Nguyen, SL Brunton, L Drumetz, R Fablet
Climate Informatics, 2019
2019
A multi-task deep learning model for vessel monitoring using AIS streams
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
Elena Camossi, Anne-Laure Jousselme, 75, 2018
2018
Synergies between SAR and AIS data for the surveillance of the maritime traffic
R Vadaine, D Nguyen, N Longépé, G Hajduch, R Fablet
SAR Oceanography workshop, SeaSAR 2018, 2018
2018
Think Fast!: Rumination and Work-Related Decision-Making Style as Predictors of Dyadic Team-Task Performance
J Devoe, D Smith, D Nguyen, A Gonzalez, J Dougherty
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