Residual Partial Least Squares Learning: Brain Cortical Thickness Simultaneously Predicts Eight Non-pairwisecorrelated Behavioural and Disease Outcomes in Alzheimer's Disease
OY Chén, D.T. Vũ, C.S. Diaz, J.S. Bodelet, H. Phan, G. Allali, V-D Nguyen, H. Cao, X. He, Y. Müller, B. Zhi, H. Shou, H. Zhang, W. He, X. Wang, M. Munafò, N.L. Trung, G. Nagels, P. Ryvlin, G. Pantaleo.
https://www.biorxiv.org/content/10.1101/2024.03.11.584383v3.abstract
On the relationship between Vogler algorithm derivation and parabolic equation for multiple knife edge diffraction
Viet-Dung Nguyen, Huy Phan, Oliver Y. Chén, Ali Mansour, Arnaud Coatanhay, Thierry Marsault
IEEE Transactions on Antennas and Propagation, 2024
A generalized recursive Vogler algorithm for multiple bridged knife-edge diffraction
Viet-Dung Nguyen, Ali Mansour, Arnaud Coatanhay, Thierry Marsault
IEEE Transactions on Antennas and Propagation, 2022
Robust Subspace Tracking Algorithms using Fast Adaptive Mahalanobis Distance
Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim
Signal Processing, 2022
Robust Subspace Tracking Algorithms in Signal Processing: A Brief Survey
Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim
REV journal on electronics and communications, 2021
On the proof of recursive Vogler algorithm for multiple knife-edge diffraction
Viet-Dung Nguyen, Huy Phan, Ali Mansour, Arnaud Coatanhay, Thierry Marsault
IEEE Transactions on Antennas and Propagation, 2021
Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee
Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim
IEEE Transactions on Signal Processing, 2020
Spatial modulation based on reconfigurable antennas: Performance evaluation by using the prototype of a reconfigurable antenna
Viet-Dung Nguyen, Marco Di Renzo, Vedaprabhu Basavarajappa, Beatriz Bedia Exposito, Jose Basterrechea and Dinh-Thuy Phan-Huy
EURASIP Journal on Wireless Communications and Networking, 2019.
Multi-channel EEG epileptic spike detection by a new method of tensor decomposition
Le Trung Thanh, Nguyen Thi Anh-Dao, Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim.
IOP Journal of Neural Engineering, 2019
Low-complexity adaptive algorithms for robust subspace tracking
Nguyen Linh-Trung, Viet-Dung Nguyen*, Messaoud Thameri, Truong Minh-Chinh, and Karim Abed-Meraim.
IEEE Journal of Selected Topics in Signal Processing, 2018
Generalized minimum noise subspace for array processing
Viet-Dung Nguyen*, Karim Abed-Meraim, Nguyen Linh-Trung, Rodolphe Weber
IEEE Transactions on Signal Processing, 2017
Second-order optimization based adaptive PARAFAC decomposition of three-way tensors
Viet-Dung Nguyen*, Karim Abed-Meraim, Nguyen Linh-Trung
Digital Signal Processing, Elsevier, 2017
Assessing the Trade-off Between Model Behavior and Performance Metrics in Medical Image Segmentation
A. Louvart, B. Guivarch, V.-D. Nguyen, W. Haertle, K. Bensafia-Cherfa, C. Hoffmann, A. Al-Jumaily, A. Mansou
European Signal Processing Conference (EUSIPCO), 2025
Tensor Kernel Learning for Classification of Alzheimer’s Conditions using Multimodal Data
V.D. Thanh, L.T. Thanh, P.M. Tuan, N.L. Trung, K. Abed-Meraim, M. Adel, V.-D. Nguyen, N.T. Trung, D.D. Long, O. Y. Chen
International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2024
The Statistical Analysis of the Varying Brain
Oliver Y Chén, Duy Thanh Vũ, Gilbert Greub, Hengyi Cao, Xingru He, Yannick Muller, Constantinos Petrovas, Haochang Shou, Viet-Dung Nguyen, Bangdong Zhi, Laurent Perez, Jean-Louis Raisaro, Guy Nagels, Maarten de Vos, Wei He, Raphael Gottardo, Palie Smart, Marcus Munafò, Giuseppe Pantaleo
IEEE Statistical Signal Processing Workshop (SSP), 2023
Deep learning based higher-order approximation for multiple knife edge diffraction
Viet-Dung Nguyen, Huy Phan, Ali Mansour, Arnaud Coatanhay, Thierry Marsault
IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, 2022
Fisher information neural estimation
Tran Trong Duy, Ly V. Nguyen, Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim
European Signal Processing Conference (EUSIPCO), 2022
GpLMS: Generalized parallel least mean square algorithm for partial observations
Ghattas Akkad, Viet-Dung Nguyen, Ali Mansour
International KES Conference on Intelligent Decision Technologies (KESIDT), 2022
A fast recursive algorithm for multiple bridged knife-edge diffraction
Viet-Dung Nguyen, Ali Mansour, Arnaud Coatanhay, Thierry Marsault
European Signal Processing Conference (EUSIPCO), 2021
VoglerNet: Multiple Knife-Edge Diffraction Using Deep Neural Network
Viet-Dung Nguyen, Huy Phan, Ali Mansour, Arnaud Coatanhay
European Conference on Antennas and Propagation (EuCAP), 2020
A closed-form expression of the BER of reconfigurable antenna aided Space Shift Keying (SSK)
Viet-Dung Nguyen, Marco Di Renzo, Ali Mansour , Arnaud Coatanhay and Nguyen Linh-Trung
International Symposium on Communications and Information Technologies (ISCIT) 2019
Robust subspace tracking with missing data and outliers via ADMM
Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, and Karim Abed-Meraim.
European Signal Processing Conference (EUSIPCO), 2019
A non-linear tensor tracking algorithm for analysis of incomplete multi-channel EEG data
Nguyen Linh-Trung, Truong Minh-Chinh, Viet-Dung Nguyen, Karim Abed-Meraim
International Symposium on Medical Information and Communication Technology (ISMICT), 2018
A New Windowed Graph Fourier Transform
Le Trung Thanh, Nguyen Linh-Trung, Viet-Dung Nguyen, and Karim Abed-Meraim
NAFOSTED Conference on Information and Computer Science (NICS), 2017
Fast tensor decompositions for big data processing (invited paper)
Viet-Dung Nguyen, Karim Abed-Meraim, Nguyen Linh-Trung
International Conference on Advanced Technologies for Communications (ATC) 2016
Time-frequency sparsity prior impact on the localization performance
Abdelouahab Boudjellal, Viet-Dung Nguyen, Karim Abed-Meraim, Adel Belouchrani, Philippe Ravier
European Signal Processing Conference (EUSIPCO) 2016
New robust algorithms for sparse non-negative three-way tensor decompositions
Viet-Dung Nguyen, Karim Abed-Meraim, Nguyen Linh-Trung
European Signal Processing Conference (EUSIPCO) 2016
Adaptive PARAFAC decomposition for third-order tensor completion
Truong Minh-Chinh, Viet-Dung Nguyen, Nguyen Linh-Trung, Karim Abed-Meraim
International Conference on Communications and Electronics (ICCE) 2016
Fast adaptive PARAFAC decomposition algorithm with linear complexity
Viet-Dung Nguyen, Karim Abed-Meraim, Nguyen Linh-Trung
International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016
Parallelizable PARAFAC decomposition of 3-way tensors
Viet-Dung Nguyen, Karim Abed-Meraim, Nguyen Linh-Trung
International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015
Generalized MNS method for parallel minor and principal subspace analysis
Viet-Dung Nguyen, Karim Abed-Meraim, Nguyen Linh-Trung, Rodolphe Weber
European Signal Processing Conference (EUSIPCO) 2014
Large Indoor Scene Reconstruction Using Graphs of Primitives
D. Thomas, V.-D. Nguyen, A. Sugimoto
Proc. of the special session of the Asian Conference on Computer Vision (ACCV), 2012