Duong Nguyen
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2024
A Transformer Network With Sparse Augmented Data Representation and Cross Entropy Loss for AIS-Based Vessel Trajectory Prediction.
IEEE Access, 2024
2023
CoRR, 2023
CoRR, 2023
2022
GeoTrackNet - A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection.
IEEE Trans. Intell. Transp. Syst., 2022
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022
2021
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the FDG'21: The 16th International Conference on the Foundations of Digital Games 2021, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
Variational deep learning for time series modelling and analysis : applications to dynamical system identification and maritime traffic anomaly detection. (Apprentissage variationnel profond pour la modélisation et l'analyse de séries temporelles : applications à l'identification de systèmes dynamiques et à la détection d'anomalies de trafic maritime).
PhD thesis, 2020
Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations.
CoRR, 2020
Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020
Assimilation-Based Learning of Chaotic Dynamical Systems from Noisy and Partial Data.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
CoRR, 2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
A Multi-Task Deep Learning Architecture for Maritime Surveillance Using AIS Data Streams.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
A two-stage-pipeline CPU of SH-2 architecture implemented on FPGA and SoC for IoT, edge AI and robotic applications.
Proceedings of the 2018 IEEE Symposium in Low-Power and High-Speed Chips, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2015
Proceedings of the 12th International Conference on Information Technology, 2015
2014
2013
Home energy management with generic thermal dynamics and user temperature preference.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
2010
Learning Automata Swarm for Adaptive Space Situational Awareness.
Proceedings of the 2010 International Conference on Software Engineering Research & Practice, 2010
2008
Prediction of Protein Functions from Protein Interaction Networks: A Naïve Bayes Approach.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008
Proceedings of the BIS 2008 Workshops Proceedings: Social Aspects of the Web (SAW 2008), 2008
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
1996
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996