Duong NGUYEN
Duong NGUYEN
IMT Atlantique, Lab-STICC
Verified email at imt-atlantique.fr
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
442018
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), 103121, 2020
13*2020
EM-like learning chaotic dynamics from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
132019
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
72020
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
62019
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
42020
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
32020
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
12020
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
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
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
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
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
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
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