var bibbase_data = {"data":"\"Loading..\"\n\n
\n\n \n\n \n\n \n \n\n \n\n \n \n\n \n\n \n
\n generated by\n \n \"bibbase.org\"\n\n \n
\n \n\n
\n\n \n\n\n
\n\n Excellent! Next you can\n create a new website with this list, or\n embed it in an existing web page by copying & pasting\n any of the following snippets.\n\n
\n JavaScript\n (easiest)\n
\n \n <script src=\"https://bibbase.org/show?bib=https%3A%2F%2Fraw.githubusercontent.com%2Favitech-vnu%2FAVITECH_website%2Fmain%2Fscripts%2Fpublications%2FAVITECH.bib&jsonp=1&jsonp=1\"></script>\n \n
\n\n PHP\n
\n \n <?php\n $contents = file_get_contents(\"https://bibbase.org/show?bib=https%3A%2F%2Fraw.githubusercontent.com%2Favitech-vnu%2FAVITECH_website%2Fmain%2Fscripts%2Fpublications%2FAVITECH.bib&jsonp=1\");\n print_r($contents);\n ?>\n \n
\n\n iFrame\n (not recommended)\n
\n \n <iframe src=\"https://bibbase.org/show?bib=https%3A%2F%2Fraw.githubusercontent.com%2Favitech-vnu%2FAVITECH_website%2Fmain%2Fscripts%2Fpublications%2FAVITECH.bib&jsonp=1\"></iframe>\n \n
\n\n

\n For more details see the documention.\n

\n
\n
\n\n
\n\n This is a preview! To use this list on your own web site\n or create a new web site from it,\n create a free account. The file will be added\n and you will be able to edit it in the File Manager.\n We will show you instructions once you've created your account.\n
\n\n
\n\n

To the site owner:

\n\n

Action required! Mendeley is changing its\n API. In order to keep using Mendeley with BibBase past April\n 14th, you need to:\n

    \n
  1. renew the authorization for BibBase on Mendeley, and
    2. \n
  2. update the BibBase URL\n in your page the same way you did when you initially set up\n this page.\n
    3. \n
\n

\n\n

\n \n \n Fix it now\n

\n
\n\n
\n\n\n
\n \n \n
\n
\n  \n 2026\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching.\n \n \n \n\n\n \n Nguyen, V. P.; Trinh, N. H.; Nguyen, D. M. L.; Nguyen, P. L.; and Tran, Q. L.\n\n\n \n\n\n\n In Sudre, C. H.; Hoque, M. I.; Mehta, R.; Ouyang, C.; Qin, C.; Rakic, M.; and Wells, W. M., editor(s), Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, pages 134–144, Cham, 2026. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n  \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@InProceedings{10.1007/978-3-032-06593-3_13,\n    author="Nguyen, Van Phi and Trinh, Ngoc Huynh and Nguyen, Duy Minh Lam and Nguyen, Phu Loc and Tran, Quoc Long",\n    editor="Sudre, Carole H. and Hoque, Mobarak I. and Mehta, Raghav and Ouyang, Cheng and Qin, Chen and Rakic, Marianne and Wells, William M.",\n    title="Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching",\n    booktitle="Uncertainty for Safe Utilization of Machine Learning in Medical Imaging",\n    year="2026",\n    publisher="Springer Nature Switzerland",\n    address="Cham",\n    pages="134--144",\n    abstract="Quantifying aleatoric uncertainty in medical image segmentation is critical since it is a reflection of the natural variability observed among expert annotators. A conventional approach is to model the segmentation distribution using the generative model, but current methods limit the expression ability of generative models. While current diffusion-based approaches have demonstrated impressive performance in approximating the data distribution, their inherent stochastic sampling process and inability to model exact densities limit their effectiveness in accurately capturing uncertainty. In contrast, our proposed method leverages conditional flow matching, a simulation-free flow-based generative model that learns an exact density, to produce highly accurate segmentation results. By guiding the flow model on the input image and sampling multiple data points, our approach synthesizes segmentation samples whose pixel-wise variance reliably reflects the underlying data distribution. This sampling strategy captures uncertainties in regions with ambiguous boundaries, offering robust quantification that mirrors inter-annotator differences. Experimental results demonstrate that our method not only achieves competitive segmentation accuracy but also generates uncertainty maps that provide deeper insights into the reliability of the segmentation outcomes. The code for this paper is freely available at https://github.com/huynhspm/Data-Uncertainty.",\n    isbn="978-3-032-06593-3"\n}\n\n\n
\n
\n\n\n
\n Quantifying aleatoric uncertainty in medical image segmentation is critical since it is a reflection of the natural variability observed among expert annotators. A conventional approach is to model the segmentation distribution using the generative model, but current methods limit the expression ability of generative models. While current diffusion-based approaches have demonstrated impressive performance in approximating the data distribution, their inherent stochastic sampling process and inability to model exact densities limit their effectiveness in accurately capturing uncertainty. In contrast, our proposed method leverages conditional flow matching, a simulation-free flow-based generative model that learns an exact density, to produce highly accurate segmentation results. By guiding the flow model on the input image and sampling multiple data points, our approach synthesizes segmentation samples whose pixel-wise variance reliably reflects the underlying data distribution. This sampling strategy captures uncertainties in regions with ambiguous boundaries, offering robust quantification that mirrors inter-annotator differences. Experimental results demonstrate that our method not only achieves competitive segmentation accuracy but also generates uncertainty maps that provide deeper insights into the reliability of the segmentation outcomes. The code for this paper is freely available at https://github.com/huynhspm/Data-Uncertainty.\n
\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2025\n \n \n (34)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Two-way relay communication: Theory and Practice.\n \n \n \n\n\n \n Nguyen Linh Trung; Vo Nguyen Quoc Bao; and Tran Thi Thuy Quynh\n\n\n \n\n\n\n Vietnam National University, Hanoi, 2025.\n [in Vietnamese]\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@Book{nl.trung2022:book:TWR,\n  author    = {{Nguyen Linh Trung} and {Vo Nguyen Quoc Bao} and {Tran Thi Thuy Quynh}},\n  publisher = {Vietnam National University, Hanoi},\n  title     = {Two-way relay communication: Theory and Practice},\n  year      = {2025},\n  isbn      = {9786043699258},\n  note      = {[in Vietnamese]},\n  school    = {Vietnam National University, Hanoi},\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Digital Signal Processing.\n \n \n \n\n\n \n Nguyen Linh Trung; Tran Duc Tan; and Huynh Huu Tue\n\n\n \n\n\n\n Vietnam National University, Hanoi, 2nd edition, 2025.\n [Textbook, in Vietnamese; 1st edition in 2012]\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@Book{nl.trung2024:book:DSP,\n  author      = {{Nguyen Linh Trung} and {Tran Duc Tan} and {Huynh Huu Tue}},\n  publisher   = {Vietnam National University, Hanoi},\n  title       = {{Digital Signal Processing}},\n  year        = {2025},\n  edition     = {2nd},\n  note        = {[Textbook, in Vietnamese; 1st edition in 2012]},\n  institution = {Vietnam National University, Hanoi},\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Securing MIMO Wiretap Channel With Learning-Based Friendly Jamming Under Imperfect CSI.\n \n \n \n \n\n\n \n \n\n\n \n\n\n\n IEEE Internet Things J., 12(11): 16009–16022. 2025.\n \n\n\n\n
\n\n\n\n \n \n \"SecuringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  The Privacy–Utility Trade-off in Brain MRI Synthesis: A Comparative Framework for Generative Models.\n  \n  \n  \n\n\n  \n  Ninh, D. T.; Kien, N. D.; Hiep, D. T.; D’Haeseleer, B. D. M. M.; Schependom, J. V.; Long, T. Q.; Trung, N. L.;  and Nagels, G.\n\n\n  \n\n\n\n  In 14th International Symposium on Information and Communication Technology (SOICT), Nha Trang, Vietnam, December 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{dt.ninh2025:SoICT:GAN,\n  author  = {Dam Thai Ninh and Nguyen Duc Kien and Dinh Tran Hiep and Bui Duc Manh Miguel D’Haeseleer and Jeroen Van Schependom and Tran Quoc Long and Nguyen Linh Trung and Guy Nagels},\n  booktitle    = {14th International Symposium on Information and Communication Technology (SOICT)},\n  title        = {The Privacy–Utility Trade-off in Brain {MRI} Synthesis: A Comparative Framework for Generative Models},\n  year         = {2025},\n  address      = {Nha Trang, Vietnam},\n  month        = dec,\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning.\n  \n  \n  \n  \n\n\n  \n  Khoa, T. V.; Son, D. H.; Alsheikh, M. A.; Alem, Y. F.;  and Hoang, D. T.\n\n\n  \n\n\n\n  July 2025.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"Privacy-PreservingPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@preprint{Khoa2025SMCA,\n    author = {Khoa, Tran Viet and Son, Do Hai and Mohammad Abu Alsheikh and Yibeltal F. Alem and Hoang, Dinh Thai},\n    title = {Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning},\n    journal = {arXiv},\n    year = {2025},\n    month = {July},\n    doi = {10.48550/arXiv.2508.00287},\n    url = {https://arxiv.org/abs/2508.00287},\n    selected={true},\n    abbr={Int. Jour.},\n    bibtex_show={true},\n    pdf={2025_SMCA.pdf},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions.\n  \n  \n  \n\n\n  \n  Son, D. H.; Hieu, L. V.; Khoa, T. V.; Yibeltal, A.; Minh, H. T.; Ha, N. V.;  and Trung, N. L.\n\n\n  \n\n\n\n  In International Symposium on Communications and Information Technologies (ISCIT), pages 43-48, October 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2025ISCIT,\n    title={Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions},\n    author={Son, Do Hai and Hieu, Le Vu and Khoa, Tran Viet and Yibeltal, Alem and Minh, Hoang Trong and Ha, Nguyen Viet and Trung, Nguyen Linh},\n    BOOKTITLE={International Symposium on Communications and Information Technologies (ISCIT)},\n    month = {October},\n    year = {2025},\n    location={Hanoi, Vietnam},\n    pages={43-48},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  FlowEKF: Flow-based Extended Kalman filter.\n  \n  \n  \n\n\n  \n  Anh, H. P.; Duy, T. T.; Son, D. H.; Karim, A.;  and Trung, N. L.\n\n\n  \n\n\n\n  In Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 1851-1856, October 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{HaiAnh2025APSIPA,\n    title={FlowEKF: Flow-based Extended Kalman filter},\n    author={Anh, Hai Pham and Duy, Tran Trong and Son, Do Hai and Karim, Abed-Meraim and Trung, Nguyen Linh},\n    BOOKTITLE={Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},\n    month = {October},\n    year = {2025},\n    location={Singapore},\n    pages={1851-1856},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Robust Sparse Subspace Tracking from Corrupted Data Observations.\n  \n  \n  \n\n\n  \n  Loan, T. G. T.; Hoang-Lan, N.; Lan, N. T. N.; Son, D. H.; Quynh, T. T. T.; Trung, N. L.; Karim, A.;  and Thanh, L. T.\n\n\n  \n\n\n\n  In International Symposium on Communications and Information Technologies (ISCIT), pages 277-282, October 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Loan2025ISCIT,\n    title={Robust Sparse Subspace Tracking from Corrupted Data Observations},\n    author={Loan, Ta Giang Thuy and Hoang-Lan, Nguyen and Lan, Nguyen Thi Ngoc and Son, Do Hai and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Karim, Abed-Meraim and Thanh, Le Trung},\n    BOOKTITLE={International Symposium on Communications and Information Technologies (ISCIT)},\n    month = {October},\n    year = {2025},\n    location={Hanoi, Vietnam},\n    pages={277-282},\n    abbr={Int. Conf.},\n    bibtex_show={true},\n    pdf={2025_ISCIT_Loan.pdf},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications.\n  \n  \n  \n\n\n  \n  Lam, V. T.; Son, D. H.; Quynh, T. T. T.;  and Le, T. T.\n\n\n  \n\n\n\n  In Conference on Information Technology and its Applications (CITA), pages 1-12, July 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Lam2025CITA,\n    title={RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications},\n    author={Lam, Vu Tung and Son, Do Hai and Quynh, Tran Thi Thuy and Le, Trung Thanh},\n    BOOKTITLE={Conference on Information Technology and its Applications (CITA)},\n    month = {July},\n    year = {2025},\n    code={https://github.com/DoHaiSon/RACNN},\n    pdf={2025_CITA.pdf},\n    location={Phnom Penh, Cambodia},\n    pages={1-12},\n    google_scholar_id={LkGwnXOMwfcC},\n    abbr={Int. Conf.},\n    bibtex_show={true},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts.\n  \n  \n  \n\n\n  \n  Khoa, T. V.; Son, D. H.; Hieu, N. C.; Hoang, D. T.; Nguyen, D. N.; Quynh, T. T. T.; Minh, H. T.; Ha, N. V.; Dutkiewicz, E.; Alsheikh, M. A.;  and Trung, N. L.\n\n\n  \n\n\n\n  IEEE Transactions on Cognitive Communications and Networking. November 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{Khoa2025TCCN,\n    author = {Khoa, Tran Viet and Son, Do Hai and Hieu, Nguyen Chi and Hoang, Dinh Thai and Nguyen, Diep N. and Quynh, Tran Thi Thuy and Minh, Hoang Trong and Ha, Nguyen Viet and Dutkiewicz, Eryk and Mohammad Abu Alsheikh and Trung, Nguyen Linh},\n    title = {Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts},\n    journal = {IEEE Transactions on Cognitive Communications and Networking},\n    year = {2025},\n    month = {November},\n    selected={true},\n    abbr={Int. Jour.},\n    bibtex_show={true},\n    pdf={2024_TCCN.pdf},\n    data={https://avitech-vnu.github.io/BTAT},\n    google_scholar_id={qjMakFHDy7sC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.; Ravier, P.; Buttelli, O.;  and Holobar, A.\n\n\n  \n\n\n\n  Signal Processing, 238: 110113.  2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2025tensor,\n  title={Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  journal={Signal Processing},\n  volume={238},\n  pages={110113},\n  year={2025},\n  publisher={Elsevier}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Tensor-Based Blind Structured Channel Estimation for Multichannel Systems.\n  \n  \n  \n\n\n  \n  Lawal, A.; Abed-Meraim, K.; Zerguine, A.;  and Le, T. T.\n\n\n  \n\n\n\n  In 2025 33rd European Signal Processing Conference (EUSIPCO), pages 2102–2106,  2025. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{lawal2025tensor,\n  title={Tensor-Based Blind Structured Channel Estimation for Multichannel Systems},\n  author={Lawal, Abdulmajid and Abed-Meraim, Karim and Zerguine, Azzedine and Le, Thanh Trung},\n  booktitle={2025 33rd European Signal Processing Conference (EUSIPCO)},\n  pages={2102--2106},\n  year={2025},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n  \n  \n  \n\n\n  \n  Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Karim, A.; Ravier, P.;  and Buttelli, O.\n\n\n  \n\n\n\n  In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96,  2025. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2025low,\n  title={Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n  author={Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Karim, Abed-Meraim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle={2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  pages={91--96},\n  year={2025},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Robust Vietnamese Duration Question Answering through LoRA-based Ensemble and Adaptive Threshold Calibration.\n  \n  \n  \n  \n\n\n  \n  Le, T. A.; Do, Q. D.; Do, T. D.; Vu, M. D.;  and Ho, T. M.\n\n\n  \n\n\n\n  In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 326–335, Hanoi, Vietnam, October 2025. Association for Computational Linguistics\n  \n\n\n\n
\n\n\n\n  \n  \n    \"RobustPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le-etal-2025-robust-duration,\n    title = "Robust {V}ietnamese Duration Question Answering through {L}o{RA}-based Ensemble and Adaptive Threshold Calibration",\n    author = "Le, Tuan Anh and\n              Do, Quang Dung and\n              Do, Tien Dung and\n              Vu, Minh Dang and\n              Ho, Tu Minh",\n    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",\n    month = oct,\n    year = "2025",\n    address = "Hanoi, Vietnam",\n    publisher = "Association for Computational Linguistics",\n    url = "https://aclanthology.org/2025.vlsp-1.39",\n    pages = "326--335"\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Latent Representation Learning from 3D Brain MRI for Interpretable Prediction in Multiple Sclerosis.\n  \n  \n  \n\n\n  \n  Huynh, T. N.; Kien, N. D.; Anh, N. H.; Hiep, D. T.; Vaneckova, M.; Uher, T.; Van Schependom, J.; Denissen, S.; Long, T. Q.; Trung, N. L.;  and Nagels, G\n\n\n  \n\n\n\n  arXiv preprint arXiv:2510.00051.  2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{huynh2025latent,\n  title={Latent Representation Learning from 3D Brain MRI for Interpretable Prediction in Multiple Sclerosis},\n  author={Huynh, Trinh Ngoc and Kien, Nguyen Duc and Anh, Nguyen Hai and Hiep, Dinh Tran and Vaneckova, Manuela and Uher, Tomas and Van Schependom, Jeroen and Denissen, Stijn and Long, Tran Quoc and Trung, Nguyen Linh and Nagels, G},\n  journal={arXiv preprint arXiv:2510.00051},\n  year={2025}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Physical Layer Location Privacy in SIMO Communication Using Fake Path Injection.\n  \n  \n  \n\n\n  \n  Duy, T. T.; Costa, M. F. D.;  and Trung, N. L.\n\n\n  \n\n\n\n  In IEEE International Conference on Communications (ICC), Montreal, Canada, June 2025. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{tt.duy2025:ICC:fake,\n  author       = {Tran Trong Duy and Maxime Ferreira Da Costa and Nguyen Linh Trung},\n  booktitle    = {IEEE International Conference on Communications (ICC)},\n  title        = {Physical Layer Location Privacy in {SIMO} Communication Using Fake Path Injection},\n  year         = {2025},\n  address      = {Montreal, Canada},\n  month        = jun,\n  organization = {IEEE},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  An EEG Signal Smoothing Algorithm Using Upscale and Downscale Representation.\n  \n  \n  \n\n\n  \n  Dinh, T. H.; Singh, A. K.; Doan, Q. M.; Trung, N. L.; Nguyen, D. N.;  and Lin, C.\n\n\n  \n\n\n\n  Journal of Neural Engineering, 22(3). May 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{dt.hiep2025:JNE:UDR,\n  author  = {Tran Hiep Dinh and Avinash Kumar Singh and Quang Manh Doan and Nguyen Linh Trung and Diep N. Nguyen and Chin-Teng Lin},\n  journal = {Journal of Neural Engineering},\n  title   = {An {EEG} Signal Smoothing Algorithm Using Upscale and Downscale Representation},\n  year    = {2025},\n  volume = {22},\n  number = {3},\n  page = {036012},\n  month   = may,\n  doi ={https://doi.org/10.1088/1741-2552/add297}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Low-Cost Blind and Semi-Blind Equalizers for Nonlinear SIMO Systems.\n  \n  \n  \n  \n\n\n  \n  Lawal, A.; Abed-Meraim, K.; Zerguine, A.; Trung, N. L.;  and Aliyu, K. N.\n\n\n  \n\n\n\n  IEEE Access. May 2025.\n  [early access]\n\n\n\n
\n\n\n\n  \n  \n    \"Low-CostPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{kam:Access:nonlinear,\n  author  = {Abdulmajid Lawal and Karim Abed-Meraim and Azzedine Zerguine and Nguyen Linh Trung and Kabiru N. Aliyu},\n  journal = {IEEE Access},\n  title   = {Low-Cost Blind and Semi-Blind Equalizers for Nonlinear {SIMO} Systems},\n  year    = {2025},\n  month   = may,\n  url = {https://doi.org/10.1109/ACCESS.2025.3571195},\n  note    = {[early access]},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Bayesian Linear Mixed Effects Modeling of Alzheimer's Disease Progression: Complementary Insights from FDG-PET and Structural MRI Images.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Guedj, E.; Huong, H. T. T.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 6–11 April 2025. \n  [accepted]\n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2025:ICASSP:bayesian,\n  author    = {Pham Minh Tuan and Mouloud Adel and Eric Guedj and Ha Thi Thanh Huong and Nguyen Linh Trung},\n  booktitle = {2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title     = {Bayesian Linear Mixed Effects Modeling of Alzheimer's Disease Progression: Complementary Insights from FDG-PET and Structural MRI Images},\n  year      = {2025},\n  address   = {Hyderabad, India},\n  month     = {6--11~} # apr,\n  note      = {[accepted]},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  FDG-PET-Based Brain Network Analysis: A Brief Review of Metabolic Connectivity.\n  \n  \n  \n\n\n  \n  Pham, M. T.; Adel, M.; Trung, N. L.; Horowitz, T.; Parlak, I. B.;  and guedj , E.\n\n\n  \n\n\n\n  European Journal of Nuclear Medicine and Molecular Imaging Reports (EJNMMI Reports), 9(4): 1-28. January 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{pm.tuan2025:EJNMMI:survey,\n  author  = {Minh Tuan Pham and Mouloud Adel and Nguyen Linh Trung and Tatiana Horowitz and Ismail Burak Parlak and Eric guedj},\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging Reports (EJNMMI Reports)},\n  title   = {{FDG-PET}-Based Brain Network Analysis: A Brief Review of Metabolic Connectivity},\n  year    = {2025},\n  month   = jan,\n  number  = {4},\n  pages   = {1-28},\n  volume  = {9},\n  doi     = {https://doi.org/10.1186/s41824-024-00232-6},\n  org     = {Elservier},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Semi-blind DFE for MIMO Optical Communications.\n  \n  \n  \n\n\n  \n  Aliyu, K. N.; Zerguine, A.; Abed-Meraim, K.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 33th European Signal Processing Conference (EUSIPCO), Palermo, Italy, September 2025. EURASIP\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{kam2025:EUSIPCO:Optical,\n  author       = {Kabiru Nasiru Aliyu and  Azzedine Zerguine and Karim Abed-Meraim and Nguyen Linh Trung},\n  booktitle    = {33th European Signal Processing Conference (EUSIPCO)},\n  title        = {Semi-blind {DFE} for {MIMO} Optical Communications},\n  year         = {2025},\n  address      = {Palermo, Italy},\n  month        = sep,\n  organization = {EURASIP},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Goal-Oriented Resource Allocation and Scheduling for Integrated Sensing and Communications.\n  \n  \n  \n\n\n  \n  Duy, T. T.; Costa, M. F. D.; Elayoubi, S. E.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 2025 IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, December 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{tt.duy2025:Globecom:scheduling,\n  author       = {Tran Trong Duy and Maxime Ferreira Da Costa and Salah Eddine Elayoubi and Nguyen Linh Trung},\n  booktitle    = {2025 IEEE Global Communications Conference (GLOBECOM)},\n  title        = {Goal-Oriented Resource Allocation and Scheduling for Integrated Sensing and Communications},\n  year         = {2025},\n  address      = {Taipei, Taiwan},\n  month        = dec,\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Fisher Information-based Metrics for Representation Learning.\n  \n  \n  \n\n\n  \n  Thi, D. N. D.; Duy, T. T.; Anh, L. Q.; Ha, L. V.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 2025 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC), Singapore, October 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{dnd.thi2025:APSIPA:flow,\n  author       = {Do Nguyen Dang Thi and Tran Trong Duy and Le Quoc Anh and Le Vu Ha and Nguyen Linh Trung},\n  booktitle    = {2025 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  title        = {Fisher Information-based Metrics for Representation Learning},\n  year         = {2025},\n  month        = oct,\n  address = {Singapore},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Comparative evaluation of graph construction methods for individual brain metabolic network from FDG-PET images: an ADNI study in healthy subjects.\n  \n  \n  \n\n\n  \n  Pham, M. T.; Horowitz, T.; Adel, M.; Wojak, J.; Trung, N. L.;  and guedj , E.\n\n\n  \n\n\n\n  European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI). July 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{pm.tuan:EJNMMI2025:Comparative,\n  author  = {Minh Tuan Pham and  Tatiana Horowitz and Mouloud Adel and  Julien Wojak and Nguyen Linh Trung and Eric guedj},\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI)},\n  title   = {Comparative evaluation of graph construction methods for individual brain metabolic network from {FDG-PET} images: an {ADNI} study in healthy subjects},\n  year    = {2025},\n  month   = jul,\n  doi     = {https://doi.org/10.1007/s00259-025-07462-1},\n  org     = {Elservier},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  PDD-FANs: Personalized Decentralized Federated Adversarial Networks with Defense Mechanism in Non-IID Setting.\n  \n  \n  \n\n\n  \n  Wang, X.; Trung, N. L.; Chen, O. Y.; Schependom, J. V.; Denissen, S.;  and Nagels, G.\n\n\n  \n\n\n\n  In 2025 IEEE 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Guizhou, China, November 2025. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{xg.wang2025:TrustCom:FL,\n  author  = {Xinguang Wang and Nguyen Linh Trung and Oliver Y. Chen and Jeroen Van Schependom and Stijn Denissen and Guy Nagels},\n  booktitle    = {2025 IEEE 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)},\n  title        = {{PDD-FANs}: Personalized Decentralized Federated Adversarial Networks with Defense Mechanism in Non-{IID} Setting},\n  year         = {2025},\n  address      = {Guizhou, China},\n  month        = nov,\n  }\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing.\n  \n  \n  \n\n\n  \n  Nguyen, N. T.; Nguyen, L. V; Shlezinger, N.; Eldar, Y. C; Swindlehurst, A L.;  and Juntti, M.\n\n\n  \n\n\n\n  In 2025 IEEE 5th International Symposium on Joint Communications & Sensing (JC&S), pages 1–6,  2025. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2025deep,\n  title={Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing},\n  author={Nguyen, Nhan Thanh and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},\n  booktitle={2025 IEEE 5th International Symposium on Joint Communications \\& Sensing (JC\\&S)},\n  pages={1--6},\n  year={2025},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Liu, R.; Nguyen, N. T.; Juntti, M.; Ottersten, B.;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2504.14281.  2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2025exploiting,\n  title={Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design},\n  author={Nguyen, Ly V and Liu, Rang and Nguyen, Nhan Thanh and Juntti, Markku and Ottersten, Bj{\\"o}rn and Swindlehurst, A Lee},\n  journal={arXiv preprint arXiv:2504.14281},\n  year={2025}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Performance Analysis of RIS-Assisted UAV Communication in NOMA Networks.\n  \n  \n  \n\n\n  \n  Ghazikor, M.; Nguyen, V. L.;  and Hashemi, M.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2510.02022.  2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{ghazikor2025performance,\n  title={Performance Analysis of RIS-Assisted UAV Communication in NOMA Networks},\n  author={Ghazikor, Masoud and Nguyen, Van Ly and Hashemi, Morteza},\n  journal={arXiv preprint arXiv:2510.02022},\n  year={2025}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  FDG-PET-based Brain Network Analysis: A Brief Review of Metabolic Connectivity.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.; Horowitz, T.; Parlak, I. B.;  and Guedj, E.\n\n\n  \n\n\n\n  EJNMMI Reports, 9(1): 4. January 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{2025Tuan,\n  title = {{{FDG-PET-based}} Brain Network Analysis: A Brief Review of Metabolic Connectivity},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Horowitz, Tatiana and Parlak, Ismail Burak and Guedj, Eric},\n  year = {2025},\n  month = jan,\n  journal = {EJNMMI Reports},\n  volume = {9},\n  number = {1},\n  pages = {4},\n  issn = {3005-074X},\n  doi = {10.1186/s41824-024-00232-6},\n  urldate = {2025-01-28}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Does Brain Network Construction Choice Matter? An Empirical Study of Individual Networks from Static FDG-PET for Alzheimer's Diagnosis.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Wojak, J.; Adel, M.; Parlak, I. B.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2025 Fourteenth International Conference on Image Processing, Theory, Tools & Applications (IPTA), pages 1–6, Istanbul, Turkiye, October 2025. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2025Tuan_ipta,\n  title = {Does {{Brain Network Construction Choice Matter}}? An {{Empirical Study}} of {{Individual Networks}} from {{Static FDG-PET}} for {{Alzheimer}}'s {{Diagnosis}}},\n  booktitle = {2025 {{Fourteenth International Conference}} on {{Image Processing}}, {{Theory}}, {{Tools}} \\&amp; {{Applications}} ({{IPTA}})},\n  author = {Tuan, Pham Minh and Wojak, Julien and Adel, Mouloud and Parlak, Ismail Burak and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2025},\n  month = oct,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Istanbul, Turkiye},\n  doi = {10.1109/IPTA66025.2025.11222050},\n  urldate = {2025-11-14},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {978-1-66545-739-2}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Comparative Evaluation of Graph Construction Methods for Individual Brain Metabolic Network from FDG-PET Images: An ADNI Study in Healthy Subjects.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Horowitz, T.; Adel, M.; Wojak, J.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  European Journal of Nuclear Medicine and Molecular Imaging. August 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{2025Tuanb,\n  title = {Comparative Evaluation of Graph Construction Methods for Individual Brain Metabolic Network from {{FDG-PET}} Images: An {{ADNI}} Study in Healthy Subjects},\n  author = {Tuan, Pham Minh and Horowitz, Tatiana and Adel, Mouloud and Wojak, Julien and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2025},\n  month = aug,\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging},\n  issn = {1619-7070, 1619-7089},\n  doi = {10.1007/s00259-025-07462-1},\n  urldate = {2025-11-28}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Water level forecasting at Hanoi station using transformer-based AI models.\n  \n  \n  \n\n\n  \n  An, N. L.; Long, T. Q.; Huynh, T. N.;  and Son, N. H.\n\n\n  \n\n\n\n  Journal of Hydro-Meteorology, 22: 35–44.  2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{an2025water,\n    author  = {An, N. L. and Long, T. Q. and Huynh, T. N. and Son, N. H.},\n    title   = {Water level forecasting at Hanoi station using transformer-based AI models},\n    journal = {Journal of Hydro-Meteorology},\n    year    = {2025},\n    volume  = {22},\n    pages   = {35--44}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A Robust Approach to Credit Scoring with Deep Learning and Embedded Methods.\n  \n  \n  \n\n\n  \n  Pham, C. X.; Trinh, H. N.;  and Tran, L. Q.\n\n\n  \n\n\n\n  Engineering, Technology & Applied Science Research, 15(6): 29284–29291. December 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{pham2025robust,\n    author  = {Pham, C. X. and Trinh, H. N. and Tran, L. Q.},\n    title   = {A Robust Approach to Credit Scoring with Deep Learning and Embedded Methods},\n    journal = {Engineering, Technology \\& Applied Science Research},\n    volume  = {15},\n    number  = {6},\n    pages   = {29284--29291},\n    year    = {2025},\n    month   = {December},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Ứng dụng trí tuệ nhân tạo hỗ trợ chẩn đoán ung thư phổi qua hình ảnh cắt lớp vi tính lồng ngực.\n  \n  \n  \n\n\n  \n  Nguyễn Thị Thu, T.; Trần Văn, L.; Trần Quốc, L.; Lương Sơn, B.; Phạm Tiến, D.; Trịnh Ngọc, H.; Vũ Đăng, L.;  and Vũ Văn, G.\n\n\n  \n\n\n\n  Tạp chí Y học Việt Nam, 551(1). June 2025.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{thu2025,\n  title   = {Ứng dụng trí tuệ nhân tạo hỗ trợ chẩn đoán ung thư phổi qua hình ảnh cắt lớp vi tính lồng ngực},\n  author  = {Nguyễn Thị Thu, Thảo and Trần Văn, Lượng and Trần Quốc, Long and Lương Sơn, Bá and Phạm Tiến, Du and Trịnh Ngọc, Huỳnh and Vũ Đăng, Lưu and Vũ Văn, Giáp}, \n  journal = {Tạp chí Y học Việt Nam},\n  volume  = {551},\n  number  = {1},\n  year    = {2025},\n  month   = jun,\n  doi     = {10.51298/vmj.v551i1.14499}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2024\n      \n        \n        (43)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  New approach for Alzheimer’s disease classification using topographic maps and deep learning model.\n  \n  \n  \n\n\n  \n  Le, Q. A.;  and Nguyen, H. T.\n\n\n  \n\n\n\n  In 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 1-6,  2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{10848697,\nauthor={Le, Quoc Anh and Nguyen, Hong Thinh},\nbooktitle={2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)}, \ntitle={New approach for Alzheimer’s disease classification using topographic maps and deep learning model}, \nyear={2024},\nvolume={},\nnumber={},\npages={1-6},\nkeywords={Deep learning;Visualization;Power system measurements;Density measurement;Information processing;Inspection;Feature extraction;Electroencephalography;Recording;Alzheimer's disease},\ndoi={10.1109/APSIPAASC63619.2025.10848697}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Fast Subspace-Based Blind and Semi-Blind Channel Estimation for MIMO-OFDM Systems.\n  \n  \n  \n  \n\n\n  \n  \n\n\n  \n\n\n\n  IEEE Trans. Wirel. Commun., 23(8): 10247–10257.  2024.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"FastPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains.\n  \n  \n  \n  \n\n\n  \n  Son, D. H.; Manh, B. D.; Khoa, T. V.; Trung, N. L.; Hoang, D. T.; Minh, H. T.; Alem, Y.;  and Minh, L. Q.\n\n\n  \n\n\n\n  In International Symposium on Communications and Information Technologies (ISCIT), pages 140-145, September 2024. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"Semi-SupervisedPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2024ISCIT,\n    author = {Son, Do Hai and Manh, Bui Duc and Khoa, Tran Viet and Trung, Nguyen Linh and Hoang, Dinh Thai and Minh, Hoang Trong and Alem, Yibeltal and Minh, Le Quang},\n    title = {Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains},\n    BOOKTITLE = {International Symposium on Communications and Information Technologies (ISCIT)},\n    year = {2024},\n    month = {September},\n    pages={140-145},\n    selected={true},\n    abbr={Int. Conf.},\n    bibtex_show={true},\n    location={Bangkok, Thailand},\n    code={https://github.com/DoHaiSon/DAE-MLP},\n    pdf={2024_ISCIT.pdf},\n    url={https://ieeexplore.ieee.org/document/10793673},\n    doi={10.1109/ISCIT63075.2024.10793673},\n    google_scholar_id={ufrVoPGSRksC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Collaborative Learning for Cyberattack Detection in Blockchain Networks.\n  \n  \n  \n  \n\n\n  \n  Khoa, T. V.; Son, D. H.; Hoang, D. T.; Trung, N. L.; Quynh, T. T. T.; Nguyen, D. N.; Ha, N. V.;  and Dutkiewicz, E.\n\n\n  \n\n\n\n  IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(7): 3920-3933. July 2024.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"CollaborativePaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{Khoa2024SMCA,\n    author = {Khoa, Tran Viet and Son, Do Hai and Hoang, Dinh Thai and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Nguyen, Diep N. and Ha, Nguyen Viet and Dutkiewicz, Eryk},\n    title = {Collaborative Learning for Cyberattack Detection in Blockchain Networks},\n    journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},\n    year = {2024},\n    month = {July},\n    volume = {54},\n    number = {7},\n    pages = {3920-3933},\n    doi = {10.1109/TSMC.2024.3374280},\n    url = {https://ieeexplore.ieee.org/document/10490138},\n    selected={true},\n    abbr={Int. Jour.},\n    bibtex_show={true},\n    pdf={2024_SMCA.pdf},\n    demo={https://www.youtube.com/watch?v=uW6Khv_aPLg},\n    altmetric={1170405767},\n    dimensions={true},\n    data={https://avitech-vnu.github.io/BNaT/},\n    google_scholar_id={9yKSN-GCB0IC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems.\n  \n  \n  \n\n\n  \n  Son, D. H.; Lam, V. T.;  and Quynh, T. T. T.\n\n\n  \n\n\n\n  Hanoi University of Industry Journal of Science and Technology, 60(11): 48-54. November 2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{Son2024HAUI,\n    author = {Son, Do Hai and Lam, Vu Tung and Quynh, Tran Thi Thuy},\n    title = {ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems},\n    journal = {Hanoi University of Industry Journal of Science and Technology},\n    volume = {60},\n    number ={11},\n    pages ={48-54},\n    year = {2024},\n    month = {November},\n    selected={false},\n    abbr={Nat. Jour.},\n    bibtex_show={true},\n    code={https://github.com/DoHaiSon/ISDNN},\n    pdf={2024_HaUI.pdf},\n    doi={10.57001/huih5804.2024.366},\n    google_scholar_id={_FxGoFyzp5QC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    W2E (Workout to Earn): A Low Cost DApp based on ERC-20 and ERC-721 standards.\n  \n  \n  \n  \n\n\n  \n  Son, D. H.; Hao, N. D.; Quynh, T. T. T.;  and Minh, L. Q.\n\n\n  \n\n\n\n  In 9th International Conference on Integrated Circuits, Design, and Verification (ICDV), pages 79-84, June 2024. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"W2EPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2024ICDV,\n    AUTHOR={Do Hai Son and Nguyen Danh Hao and Tran Thi Thuy Quynh and Le Quang Minh},\n    TITLE={{W2E} (Workout to Earn): A Low Cost {DApp} based on {ERC-20} and {ERC-721} standards},\n    BOOKTITLE={9th International Conference on Integrated Circuits, Design, and Verification (ICDV)},\n    location={Hanoi, Vietnam},\n    PAGES={79-84},\n    MONTH={June},\n    YEAR={2024},\n    abbr={Int. Conf.},\n    bibtex_show={true},\n    url={https://ieeexplore.ieee.org/document/10617258/},\n    doi={10.1109/ICDV61346.2024.10617258},\n    pdf={2024_ICDV.pdf},\n    code={https://github.com/DoHaiSon/W2E_smart_contract},\n    google_scholar_id={WF5omc3nYNoC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks.\n  \n  \n  \n\n\n  \n  Khoa, T. V.; Son, D. H.; Hoang, D. T.; Trung, N. L.; Quynh, T. T. T.; Diep, N. N.; Ha, N. V.;  and Eryk, D.\n\n\n  \n\n\n\n  In IEEE Wireless Communications and Networking Conference (WCNC), pages 1-6, April 2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Khoa2024WCNC,\n    author={Khoa, Tran Viet and Son, Do Hai and Hoang, Dinh Thai and Trung, Nguyen Linh\n    and Quynh, Tran Thi Thuy and Diep, N. Nguyen and Ha, Nguyen Viet and Eryk,\n    Dutkiewicz},\n    title={Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks},\n    BOOKTITLE={IEEE Wireless Communications and Networking Conference (WCNC)},\n    month={April},\n    year={2024},\n    location={Dubai, UAE},\n    doi={10.1109/WCNC57260.2024.10571103},\n    pages={1-6},\n    selected={false},\n    abbr={Int. Conf.},\n    bibtex_show={true},\n    pdf={2024_WCNC.pdf},\n    demo={https://www.youtube.com/watch?v=uW6Khv_aPLg},\n    google_scholar_id={YsMSGLbcyi4C}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  RANDAO-based RNG: Last Revealer Attacks in Ethereum 2.0 Randomness and a Potential Solution.\n  \n  \n  \n\n\n  \n  Son, D. H.; Quynh, T. T. T.;  and Minh, L. Q.\n\n\n  \n\n\n\n  In International Workshop on ADVANCEs in ICT Infrastructures and Services (ADVANCE), February 2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2024ADVANCE,\n    author={Son, Do Hai and Quynh, Tran Thi Thuy and Minh, Le Quang},\n    title={RANDAO-based RNG: Last Revealer Attacks in Ethereum 2.0 Randomness and a Potential Solution},\n    BOOKTITLE={International Workshop on ADVANCEs in ICT Infrastructures and Services (ADVANCE)},\n    month={February},\n    year={2024},\n    location={Hanoi, Vietnam},\n    selected={false},\n    abbr={Int. Ws},\n    bibtex_show={true},\n    pdf={2024_ADVANCE.pdf},\n    google_scholar_id={W7OEmFMy1HYC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Scalable Point Cloud Coding for Reconstruction and Classification.\n  \n  \n  \n\n\n  \n  Le, Q. A.; Le, V. H.; Larabi, M.;  and Valenzise, G.\n\n\n  \n\n\n\n  In International Workshop on ADVANCEs in ICT Infrastructures and Services,  2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2024scalable,\n  title={Scalable Point Cloud Coding for Reconstruction and Classification},\n  author={Le, Quoc Anh and Le, Vu Ha and Larabi, Mohamed-Chaker and Valenzise, Giuseppe},\n  booktitle={International Workshop on ADVANCEs in ICT Infrastructures and Services},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Precise ablation zone segmentation on CT images after liver cancer ablation using semi-automatic CNN-based segmentation.\n  \n  \n  \n\n\n  \n  Le, Q. A.; Pham, X. L.; van Walsum, T.; Dao, V. H.; Le, T. L.; Franklin, D.; Moelker, A.; Le, V. H.; Trung, N. L.;  and Luu, M. H.\n\n\n  \n\n\n\n  Medical Physics, 51(12): 8882–8899.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2024precise,\n  title={Precise ablation zone segmentation on CT images after liver cancer ablation using semi-automatic CNN-based segmentation},\n  author={Le, Quoc Anh and Pham, Xuan Loc and van Walsum, Theo and Dao, Viet Hang and Le, Tuan Linh and Franklin, Daniel and Moelker, Adriaan and Le, Vu Ha and Trung, Nguyen Linh and Luu, Manh Ha},\n  journal={Medical Physics},\n  volume={51},\n  number={12},\n  pages={8882--8899},\n  year={2024},\n  publisher={Wiley Online Library}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  Signal Processing, 216: 109297.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2024novel,\n  title={A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={Signal Processing},\n  volume={216},\n  pages={109297},\n  year={2024},\n  publisher={Elsevier}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems.\n  \n  \n  \n\n\n  \n  Aliyu, K. N; Le, T. T.; Abed-Meraim, K.;  and Zerguine, A.\n\n\n  \n\n\n\n  In 2024 IEEE Middle East Conference on Communications and Networking (MECOM), pages 291–296,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{aliyu2024semi,\n  title={Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems},\n  author={Aliyu, Kabiru N and Le, Thanh Trung and Abed-Meraim, Karim and Zerguine, Azzedine},\n  booktitle={2024 IEEE Middle East Conference on Communications and Networking (MECOM)},\n  pages={291--296},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Joint INDSCAL decomposition meets blind source separation.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.;  and Holobar, A.\n\n\n  \n\n\n\n  In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5570–5574,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2024joint,\n  title={Joint INDSCAL decomposition meets blind source separation},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={5570--5574},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Tensor kernel learning for classification of alzheimer’s conditions using multimodal data.\n  \n  \n  \n\n\n  \n  Thanh, V. D.; Le, T. T.; Tuan, P. M.; Trung, N. L.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Trung, N. T.; Long, D. D.;  and Chén, O. Y\n\n\n  \n\n\n\n  In 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{thanh2024tensor,\n  title={Tensor kernel learning for classification of alzheimer’s conditions using multimodal data},\n  author={Thanh, Vu Duy and Le, Thanh Trung and Tuan, Pham Minh and Trung, Nguyen Linh and Abed-Meraim, Karim and Adel, Mouloud and Dung, Nguyen Viet and Trung, Nguyen Thanh and Long, Dinh Doan and Ch{\\'e}n, Oliver Y},\n  booktitle={2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n  pages={1--6},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Value of periodic and aperiodic EEG components to detect cognitive deterioration.\n  \n  \n  \n\n\n  \n  Kien, N. D.; Akbarian, F.; Laton, J.; Engelborghs, S.; Van Schependom, J.; Trung, N. L.;  and Nagels, G.\n\n\n  \n\n\n\n  In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1446–1450,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{kien2024value,\n  title={Value of periodic and aperiodic EEG components to detect cognitive deterioration},\n  author={Kien, Nguyen Duc and Akbarian, Fahimeh and Laton, Jorne and Engelborghs, Sebastiaan and Van Schependom, Jeroen and Trung, Nguyen Linh and Nagels, Guy},\n  booktitle={2024 32nd European Signal Processing Conference (EUSIPCO)},\n  pages={1446--1450},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Assessing the utility of the periodic and aperiodic components for detecting cognitive impairment in people with multiple sclerosis.\n  \n  \n  \n\n\n  \n  Kien, N.; Akbarian, F; Manh, D.; Laton, J; Engelborghs, S; Van Schependom, J; Trung, N L.;  and Nagels, G\n\n\n  \n\n\n\n  In IMSCOGS Conference,  2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{kien2024assessing,\n  title={Assessing the utility of the periodic and aperiodic components for detecting cognitive impairment in people with multiple sclerosis},\n  author={Kien, ND and Akbarian, F and Manh, DQ and Laton, J and Engelborghs, S and Van Schependom, J and Trung, N Linh and Nagels, G},\n  booktitle={IMSCOGS Conference},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Upscale and Downscale Representation Filtering of Event-Related Potentials Improves Cognitive Classification in MS.\n  \n  \n  \n\n\n  \n  Doan, Q.; Kien, N.; Trung, N.; Dinh, T.; Doan, T.; Dinh, L.; Laton, J; Van Schependom, J;  and Nagels, G\n\n\n  \n\n\n\n  IMSCOGS Conference.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{doan2024upscale,\n  title={Upscale and Downscale Representation Filtering of Event-Related Potentials Improves Cognitive Classification in MS},\n  author={Doan, QM and Kien, ND and Trung, NL and Dinh, TH and Doan, TX and Dinh, LD and Laton, J and Van Schependom, J and Nagels, G},\n  journal={IMSCOGS Conference},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    OPIT: A Simple and Effective Method for Sparse Subspace Tracking in High-dimension and Low-sample-size Context.\n  \n  \n  \n  \n\n\n  \n  Thanh, L. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  IEEE Transactions on Signal Processing, 72: 521–534. January 2024.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"OPIT:Paper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{lt.thanh2024:TrSP:OPIT,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  journal = {IEEE Transactions on Signal Processing},\n  title   = {{OPIT}: A Simple and Effective Method for Sparse Subspace Tracking in High-dimension and Low-sample-size Context},\n  year    = {2024},\n  volume  = {72},\n  pages   = {521--534},\n  month   = jan,\n  issn    = {1053-587X},\n  url = {https://doi.org/10.1109/TSP.2023.3349070}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Cascaded Thinning in Upscale and Downscale Representation for EEG Signal Processing.\n  \n  \n  \n  \n\n\n  \n  Doan, Q. M.; Dinh, H. T.; Singh, A. K.; Lin, C.;  and Trung, N. L.\n\n\n  \n\n\n\n  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32(10): 3677-3688. October 2024.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"CascadedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{dt.hiep2024:TrNSRE:UDR,\n  author  = {Quang Manh Doan and Hiep Tran Dinh and Avinash Kumar Singh and Chin-Teng Lin and Nguyen Linh Trung},\n  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},\n  title   = {Cascaded Thinning in Upscale and Downscale Representation for {EEG} Signal Processing},\n  year    = {2024},\n  issn    = {1534-4320},\n  month   = oct,\n  number  = {10},\n  pages   = {3677-3688},\n  volume  = {32},\n  url     = {https://doi.org/10.1109/TNSRE.2024.3465515},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Enhancing Feature Selection in MCI Diagnosis using FDG-PET Images: Leveraging Multiple Simple Autoencoder Architectures.\n  \n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 14(2): 19–27. April–June 2024.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"EnhancingPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{pm.tuan2024:JEC:autoencoder,\n  author  = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title   = {Enhancing Feature Selection in {MCI} Diagnosis using {FDG-PET} Images: Leveraging Multiple Simple Autoencoder Architectures},\n  journal = {REV Journal on Electronics and Communications},\n  year    = {2024},\n  volume  = {14},\n  number  = {2},\n  pages   = {19--27},\n  month   = apr #{--} # jun,\n  issn    = {1859-378X},\n url = {https://doi.org/10.21553/rev-jec.374},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Enhancing Depression Diagnosis Using FDG-PET Images with HyperGraphs.\n  \n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 32nd European Signal Processing Conference (EUSIPCO), pages 1461-1465, Lyon, France, August 2024. EURASIP\n  \n\n\n\n
\n\n\n\n  \n  \n    \"EnhancingPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2024:EUSIPCO:graph,\n  author       = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  title        = {Enhancing Depression Diagnosis Using {FDG-PET} Images with HyperGraphs},\n  year         = {2024},\n  address      = {Lyon, France},\n  month        = aug,\n  pages = {1461-1465},\n  organization = {EURASIP},\n  url = {https://doi.org/10.23919/EUSIPCO63174.2024.10715015},\n   ISSN ={2076-1465}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    IMPACT OF A VISION-BASED SMOOTHING FILTER ON SCHIZOPHRENIA CLASSIFICATION.\n  \n  \n  \n  \n\n\n  \n  Doan, Q. M.; Dinh, T. H.; Trung, N. L.; Doan, T. X.; Dinh, L. D.; Laton, J.; Hert, M. D.; Schependom, J. V.;  and Nagels, G.\n\n\n  \n\n\n\n  In 32nd European Signal Processing Conference (EUSIPCO), Lyon, France, August 2024. EURASIP\n  \n\n\n\n
\n\n\n\n  \n  \n    \"IMPACTPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{dq.manh2024:EUSIPCO:schid,\n  author       = {Quang Manh Doan and Tran Hiep Dinh and Nguyen Linh Trung and Truong Xuan Doan and  Long Doan Dinh and  Jorne Laton and  Marc De Hert and Jeroen Van Schependom and  Guy Nagels},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  title        = {IMPACT OF A VISION-BASED SMOOTHING FILTER ON SCHIZOPHRENIA CLASSIFICATION},\n  year         = {2024},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  url = {https://doi.org/10.23919/EUSIPCO63174.2024.10715234},\n   ISSN ={2076-1465}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Multi-scale metabolic brain connectivity construction: application to Alzheimer’s disease computer-aided diagnosis.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Guedj, E.;  and Trung, N. L.\n\n\n  \n\n\n\n  Transactions on Computer Science and Applications. May 2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{pm.tuan2024:TCSA:multiscale,\n  author  = {Pham Minh Tuan and Mouloud Adel and Eric Guedj and Nguyen Linh Trung},\n  title   = {Multi-scale metabolic brain connectivity construction: application to {Alzheimer}’s disease computer-aided diagnosis},\n  journal = {Transactions on Computer Science and Applications},\n  year    = {2024},\n  month = may,\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Evaluating Graph-Building Methods for Enhanced Alzheimer’s Disease Diagnosis using FDG-PET and Graph Neural Networks.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2024 International Symposium on Nonlinear Theory and its Applications (NOLTA), Halong, Vietnam, 3–6 December 2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2024:NOLTA:GNN,\n  author       = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title        = {Evaluating Graph-Building Methods for Enhanced {Alzheimer}’s Disease Diagnosis using {FDG-PET} and Graph Neural Networks},\n  booktitle    = {2024 International Symposium on Nonlinear Theory and its Applications (NOLTA)},\n  year         = {2024},\n  address      = {Halong, Vietnam},\n  month        = "3--6~" # dec,\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Does Brain Atlas Choice Matter? An Empirical Study in Alzheimer's Diagnosis Using FDG-PET Images.\n  \n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC), Macau, China, 3–6 December 2024. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"DoesPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2024:APSIPA:C-atlas,\n  author       = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title        = {Does Brain Atlas Choice Matter? {An} Empirical Study in {Alzheimer}'s Diagnosis Using {FDG-PET} Images},\n  booktitle    = {2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year         = {2024},\n  address      = {Macau, China},\n  month        = "3--6~" # dec,\nurl = {https://doi.org/10.1109/APSIPAASC63619.2025.10848822},\n   issn = {2640-009X}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Structural Analysis of Asian and African Rice Panicles via Transfer Learning.\n  \n  \n  \n  \n\n\n  \n  Le, C. H.; Nguyen, L. T.; Pham, T. K.; Nguyen, L. K.; Dinh, T. H.; Jouannic, S.; Adam, H.; Duhammel, P.; Trung, N. L.;  and Minh, H. T.\n\n\n  \n\n\n\n  In 2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC), Macau, China, 3–6 December 2024. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"StructuralPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{lc.hieu2024:APSIPA:algriculture,\n  author       = {Cong Hieu Le and Lam Thai Nguyen and Trung Kien Pham and Le Khanh Nguyen and Tran Hiep Dinh and Stefan Jouannic and Helene Adam and Pierre Duhammel and Nguyen Linh Trung and Hoang Trong Minh},\n  title        = {Structural Analysis of {Asian and African} Rice Panicles via Transfer Learning},\n  booktitle    = {2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year         = {2024},\n  address      = {Macau, China},\n  month        = "3--6~" # dec,\n   issn = {2640-009X},\n  url = {https://doi.org/10.1109/APSIPAASC63619.2025.10849078},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Joint communications and sensing hybrid beamforming design via deep unfolding.\n  \n  \n  \n\n\n  \n  Nguyen, N. T.; Nguyen, L. V; Shlezinger, N.; Eldar, Y. C; Swindlehurst, A L.;  and Juntti, M.\n\n\n  \n\n\n\n  IEEE Journal of Selected Topics in Signal Processing.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2024joint,\n  title={Joint communications and sensing hybrid beamforming design via deep unfolding},\n  author={Nguyen, Nhan Thanh and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},\n  journal={IEEE Journal of Selected Topics in Signal Processing},\n  year={2024},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  RIS-aided interference cancellation for joint device-to-device and cellular communications.\n  \n  \n  \n\n\n  \n  Nguyen, L. V;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  In 2024 IEEE International Conference on Communications Workshops (ICC Workshops), pages 602–607,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2024ris,\n  title={RIS-aided interference cancellation for joint device-to-device and cellular communications},\n  author={Nguyen, Ly V and Swindlehurst, A Lee},\n  booktitle={2024 IEEE International Conference on Communications Workshops (ICC Workshops)},\n  pages={602--607},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A deep reinforcement learning approach for autonomous reconfigurable intelligent surfaces.\n  \n  \n  \n\n\n  \n  Choi, H.; Nguyen, L. V; Choi, J.;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  In 2024 IEEE International Conference on Communications Workshops (ICC Workshops), pages 208–213,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{choi2024deep,\n  title={A deep reinforcement learning approach for autonomous reconfigurable intelligent surfaces},\n  author={Choi, Hyuckjin and Nguyen, Ly V and Choi, Junil and Swindlehurst, A Lee},\n  booktitle={2024 IEEE International Conference on Communications Workshops (ICC Workshops)},\n  pages={208--213},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Variational Bayes for joint channel estimation and data detection in few-bit massive MIMO systems.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Swindlehurst, A L.;  and Nguyen, D. H.\n\n\n  \n\n\n\n  IEEE Transactions on Signal Processing.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2024variational,\n  title={Variational Bayes for joint channel estimation and data detection in few-bit massive MIMO systems},\n  author={Nguyen, Ly V and Swindlehurst, A Lee and Nguyen, Duy HN},\n  journal={IEEE Transactions on Signal Processing},\n  year={2024},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Exploitation of symmetrical non-convexity for symbol-level DFRC signal design.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Liu, R.;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  In ICC 2024-IEEE International Conference on Communications, pages 299–304,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2024exploitation,\n  title={Exploitation of symmetrical non-convexity for symbol-level DFRC signal design},\n  author={Nguyen, Ly V and Liu, Rang and Swindlehurst, A Lee},\n  booktitle={ICC 2024-IEEE International Conference on Communications},\n  pages={299--304},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Jammer mitigation in absorptive RIS-assisted uplink NOMA.\n  \n  \n  \n\n\n  \n  Tabeshnezhad, A.; Zhu, Y.; Vilenskiy, A.; Nguyen, V. L.; Swindlehurst, A L.;  and Svensson, T.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2408.16786.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{tabeshnezhad2024jammer,\n  title={Jammer mitigation in absorptive RIS-assisted uplink NOMA},\n  author={Tabeshnezhad, Azadeh and Zhu, Yuqing and Vilenskiy, Artem and Nguyen, Van Ly and Swindlehurst, A Lee and Svensson, Tommy},\n  journal={arXiv preprint arXiv:2408.16786},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Symbol Level Precoding for Systems with Improper Gaussian Interference.\n  \n  \n  \n\n\n  \n  Liu, L.; Liu, R.; Nguyen, L. V;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2409.07034.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{liu2024symbol,\n  title={Symbol Level Precoding for Systems with Improper Gaussian Interference},\n  author={Liu, Lu and Liu, Rang and Nguyen, Ly V and Swindlehurst, A Lee},\n  journal={arXiv preprint arXiv:2409.07034},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Channel Estimation in Low-Resolution Near-Field Massive MIMO Systems.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Nguyen, D. H.; Atzeni, I.; Tölli, A.;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  In 2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM), pages 1–5,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2024channel,\n  title={Channel Estimation in Low-Resolution Near-Field Massive MIMO Systems},\n  author={Nguyen, Ly V and Nguyen, Duy HN and Atzeni, Italo and T{\\"o}lli, Antti and Swindlehurst, A Lee},\n  booktitle={2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM)},\n  pages={1--5},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing.\n  \n  \n  \n\n\n  \n  Thanh Nguyen, N.; Nguyen, L. V; Shlezinger, N.; Eldar, Y. C; Swindlehurst, A L.;  and Juntti, M.\n\n\n  \n\n\n\n  arXiv e-prints,arXiv–2411.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{thanh2024deep,\n  title={Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing},\n  author={Thanh Nguyen, Nhan and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},\n  journal={arXiv e-prints},\n  pages={arXiv--2411},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Decision-directed hybrid RIS channel estimation with minimal pilot overhead.\n  \n  \n  \n\n\n  \n  Nguyen, L. V;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  IEEE Transactions on Communications, 72(10): 6505–6519.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2024decision,\n  title={Decision-directed hybrid RIS channel estimation with minimal pilot overhead},\n  author={Nguyen, Ly V and Swindlehurst, A Lee},\n  journal={IEEE Transactions on Communications},\n  volume={72},\n  number={10},\n  pages={6505--6519},\n  year={2024},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from FDG-PET Images: Application to Alzheimer's Disease Diagnosis.\n  \n  \n  \n\n\n  \n  Pham, M. T.; Mouloud, A.; Eric, G.;  and Nguyen, L. T.\n\n\n  \n\n\n\n  In EUSIPCO 2024 European Signal Processing Conference,  2024. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2024Phamwasserstein,\n  title = {Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from {{FDG-PET Images}}: {{Application}} to {{Alzheimer}}'s {{Disease}} Diagnosis},\n  booktitle = {{{EUSIPCO}} 2024 {{European Signal Processing Conference}}},\n  author = {Pham, Minh Tuan and Mouloud, Adel and Eric, Guedj and Nguyen, Linh Trung},\n  year = {2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Tensor Kernel Learning for Classification of Alzheimer's Conditions Using Multimodal Data.\n  \n  \n  \n\n\n  \n  Thanh, V. D.; Trung Le, T.; Tuan, P. M.; Linh Trung, N.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Thanh Trung, N.; Long, D. D.;  and Chén, O. Y.\n\n\n  \n\n\n\n  In 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6, Da Nang, Vietnam, August 2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2024Thanh,\n  title = {Tensor {{Kernel Learning}} for {{Classification}} of {{Alzheimer}}'s {{Conditions}} Using {{Multimodal Data}}},\n  booktitle = {2024 {{International Conference}} on {{Multimedia Analysis}} and {{Pattern Recognition}} ({{MAPR}})},\n  author = {Thanh, Vu Duy and Trung Le, Thanh and Tuan, Pham Minh and Linh Trung, Nguyen and {Abed-Meraim}, Karim and Adel, Mouloud and Dung, Nguyen Viet and Thanh Trung, Nguyen and Long, Dinh Doan and Ch{\\'e}n, Oliver Y.},\n  year = {2024},\n  month = aug,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Da Nang, Vietnam},\n  doi = {10.1109/MAPR63514.2024.10661014},\n  urldate = {2025-11-28},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {9798350368437}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Does Brain Atlas Choice Matter? An Empirical Study in Alzheimer's Diagnosis Using FDG-PET Images.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 1–6, Macau, Macao, December 2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2024Tuan,\n  title = {Does {{Brain Atlas Choice Matter}}? {{An Empirical Study}} in {{Alzheimer}}'s {{Diagnosis Using FDG-PET Images}}},\n  booktitle = {2024 {{Asia Pacific Signal}} and {{Information Processing Association Annual Summit}} and {{Conference}} ({{APSIPA ASC}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2024},\n  month = dec,\n  pages = {1--6},\n  publisher = {IEEE},\n  address = {Macau, Macao},\n  doi = {10.1109/APSIPAASC63619.2025.10848822},\n  urldate = {2025-05-04},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {9798350367331}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Enhancing Depression Diagnosis Using FDG-PET Images with HyperGraphs.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1461–1465, Lyon, France, August 2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2024Tuanhypergraph,\n  title = {Enhancing {{Depression Diagnosis Using FDG-PET Images}} with {{HyperGraphs}}},\n  booktitle = {2024 32nd {{European Signal Processing Conference}} ({{EUSIPCO}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2024},\n  month = aug,\n  pages = {1461--1465},\n  publisher = {IEEE},\n  address = {Lyon, France},\n  doi = {10.23919/EUSIPCO63174.2024.10715015},\n  urldate = {2025-05-20},\n  copyright = {https://doi.org/10.15223/policy-029},\n  isbn = {978-94-6459-361-7}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Balancing security and accuracy: A novel federated learning approach for Cyberattack detection in blockchain networks.\n  \n  \n  \n\n\n  \n  Khoa, T. V.; Alsheikh, M. A.; Alem, Y.;  and Hoang, D. T.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2409.04972.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{khoa2024balancing,\n  title={Balancing security and accuracy: A novel federated learning approach for Cyberattack detection in blockchain networks},\n  author={Khoa, Tran Viet and Alsheikh, Mohammad Abu and Alem, Yibeltal and Hoang, Dinh Thai},\n  journal={arXiv preprint arXiv:2409.04972},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts.\n  \n  \n  \n\n\n  \n  Tran Viet Khoa, D. H. S.; Chi-Hieu Nguyen, D. T. H.; Diep N Nguyen, T. T. T. Q.; Trong-Minh Hoang, N. V. H.;  and Eryk Dutkiewicz, M. A. A.\n\n\n  \n\n\n\n  arXiv preprint arXiv:2308.15804.  2024.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{tran2024collaborative,\n  title={Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts},\n  author={Tran Viet Khoa, Do Hai Son, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N Nguyen, Tran Thi Thuy Quynh, Trong-Minh Hoang, Nguyen Viet Ha, Eryk Dutkiewicz, Mohammad Abu Alsheikh, Nguyen Linh Trung},\n  journal={arXiv preprint arXiv:2308.15804},\n  year={2024}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Towards Secure Edge Computing: Advanced Machine Learning Techniques for Detecting Malicious Computing Tasks.\n  \n  \n  \n\n\n  \n  Aljumaie, M.; Khoa, T. V.; Nguyen, C.; Hoang, D. T.; Nguyen, D. N;  and Dutkiewicz, E.\n\n\n  \n\n\n\n  In GLOBECOM 2024-2024 IEEE Global Communications Conference, pages 1755–1760,  2024. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{aljumaie2024towards,\n  title={Towards Secure Edge Computing: Advanced Machine Learning Techniques for Detecting Malicious Computing Tasks},\n  author={Aljumaie, Mshari and Khoa, Tran Viet and Nguyen, Chi-Hieu and Hoang, Dinh Thai and Nguyen, Diep N and Dutkiewicz, Eryk},\n  booktitle={GLOBECOM 2024-2024 IEEE Global Communications Conference},\n  pages={1755--1760},\n  year={2024},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2023\n      \n        \n        (21)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  A New Framework for Cyber Risk Assessment for Industry 4.0 and Recommendations for Vietnam.\n  \n  \n  \n\n\n  \n  Tuan, B. M.; Khoa, T. V.; Son, D. H.; Hoa, N. N.; Quynh, T. T. T.; Trung, N. L.; Ha, N. V.; Tho, N. D.;  and Minh, L. Q.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 13(3-4): 28-44. December 2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{Tuan2023JEC,\n    AUTHOR={Tuan, Bui Minh and Khoa, Tran Viet and Son, Do Hai and Hoa, Nguyen Ngoc and\n    Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Ha, Nguyen Viet and Tho, Nguyen Dai and Minh, Le Quang},\n    TITLE = {A New Framework for Cyber Risk Assessment for Industry 4.0 and Recommendations for Vietnam},\n    journal={REV Journal on Electronics and Communications},\n    MONTH = {December},\n    volume = {13},\n    number ={3-4},\n    pages ={28-44},\n    YEAR = {2023},\n    selected={false},\n    abbr={Nat. Jour.},\n    bibtex_show={true},\n    pdf={2023_JEC.pdf},\n    doi={10.21553/rev-jec.323},\n    altmetric={1167445693},\n    dimensions={true},\n    demo={https://youtu.be/ckgckAUGO7Q},\n    google_scholar_id={Tyk-4Ss8FVUC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  On the Semi-Blind Mutually Referenced Equalizers for MIMO Systems.\n  \n  \n  \n\n\n  \n  Son, D. H.; Abed-Meraim, K.; Duy, T. T.; Trung, N. L.;  and Quynh, T. T. T.\n\n\n  \n\n\n\n  In Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 278-283, November 2023. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2023APSIPA,\n    author={Son, Do Hai and Abed-Meraim, Karim and Duy, Tran Trong and Trung, Nguyen Linh and Quynh, Tran Thi Thuy},\n    booktitle={Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},\n    title={On the Semi-Blind Mutually Referenced Equalizers for MIMO Systems},\n    year={2023},  volume={},  number={},\n    month = {November},\n    pages={278-283},\n    location={Taipei, Taiwan},\n    doi={10.1109/APSIPAASC58517.2023.10317233},\n    bibtex_show={true},\n    abbr={Int. Conf.},\n    selected={false},\n    pdf={2023_APSIPA.pdf},\n    code={https://github.com/DoHaiSon/Semi-blind_Mutually_Referenced_Equalizers},\n    html={https://dohaison.github.io/InSI/#/algorithms/Algo_Mode/SB/Algo_SB_MRE},\n    altmetric={1166195609},\n    dimensions={true},\n    google_scholar_id={UeHWp8X0CEIC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Impact Analysis of Antenna Array Geometry on Performance of Semi-blind Structured Channel Estimation for massive MIMO-OFDM systems.\n  \n  \n  \n\n\n  \n  Son, D. H.;  and Quynh, T. T. T.\n\n\n  \n\n\n\n  In IEEE Statistical Signal Processing Workshop (SSP), pages 314-318, July 2023. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2023SSP,\n    author={Son, Do Hai and Quynh, Tran Thi Thuy},\n    booktitle={IEEE Statistical Signal Processing Workshop (SSP)},\n    title={Impact Analysis of Antenna Array Geometry on Performance of Semi-blind Structured Channel Estimation for massive MIMO-OFDM systems},\n    year={2023},  volume={},  number={},\n    month = {July},\n    pages={314-318},\n    location={Hanoi, Vietnam},\n    bibtex_show={true},\n    abbr={Int. Ws},\n    doi={10.1109/SSP53291.2023.10208041},\n    selected={false},\n    pdf={2023_SSP.pdf},\n    code={https://github.com/DoHaiSon/CRB_of_3D_Antenna_Arrays_on_Performance_of_Semi-blind_Structured_Channel_Estimation},\n    altmetric={1163162152},\n    dimensions={true},\n    google_scholar_id={2osOgNQ5qMEC}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Nghiên cứu nhận dạng hệ thống với tri thức mới cho hệ thống truyền thông MIMO kích thước lớn.\n  \n  \n  \n\n\n  \n  Son, D. H.\n\n\n  \n\n\n\n  thesis, University of Engineering and Technology, Vietnam national University Hanoi, Vietnam, June 2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@THESIS{Son2023Thesis,\n    author    = {Son, Do Hai},\n    title     = {Nghiên cứu nhận dạng hệ thống với tri thức mới cho hệ thống truyền thông MIMO kích thước lớn},\n    school    = {University of Engineering and Technology, Vietnam national University Hanoi},\n    address   = {Vietnam},\n    year      = {2023},\n    month     = {June},\n    bibtex_show={true},\n    abbr      = {Msc. Thesis},\n    pdf       = {2023_Thesis.pdf},\n    html      = {https://dohaison.github.io/InSI/#/algorithms/Algo_Mode/Side-In/Algo_Side-In_ISDNN}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Ước lượng kênh truyền trong hệ thống đa robot sử dụng SDR.\n  \n  \n  \n\n\n  \n  Son, D. H.; Hung, N. H.; Hung, P. D.;  and Quynh, T. T. T.\n\n\n  \n\n\n\n  In Hội nghị Quốc gia lần thứ XXVI về Điện tử, Truyền thông và Công nghệ Thông tin, pages 60-65, December 2023. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2023REV,\n    author={Son, Do Hai and Hung, Nguyen Huu and Hung, Pham Duy and Quynh, Tran Thi Thuy},\n    booktitle={Hội nghị Quốc gia lần thứ XXVI về Điện tử, Truyền thông và Công nghệ Thông tin},\n    title={Ước lượng kênh truyền trong hệ thống đa robot sử dụng SDR},\n    year={2023},\n    month = {December},\n    pages={60-65},\n    location  = {Hanoi, Viet Nam},\n    bibtex_show={true},\n    abbr={Nat. Conf.},\n    selected={false},\n    pdf={2023_REV-ECIT.pdf},\n    code={https://github.com/DoHaiSon/SDR_NC},\n    google_scholar_id={IjCSPb-OGe4C}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Impact of Image Denoising Techniques on CNN-based Liver Vessel Segmentation using Synthesis Low-dose Contrast Enhanced CT Images.\n  \n  \n  \n\n\n  \n  Anh, L. Q.; Loc, P. X.;  and Ha, L. M.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 12(3-4).  2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{anh2023impact,\n  title={Impact of Image Denoising Techniques on CNN-based Liver Vessel Segmentation using Synthesis Low-dose Contrast Enhanced CT Images},\n  author={Anh, Le Quoc  and Loc, Pham Xuan and Ha, Luu Manh},\n  journal={REV Journal on Electronics and Communications},\n  volume={12},\n  number={3-4},\n  year={2023}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Quantification of liver-Lung shunt fraction on 3D SPECT/CT images for selective internal radiation therapy of liver cancer using CNN-based segmentations and non-rigid registration.\n  \n  \n  \n  \n\n\n  \n  Luu, M. H.; Mai, H. S.; Pham, X. L.; Le, Q. A.; Le, Q. K.; van Walsum, T.; Le, N. H.; Franklin, D.; Le, V. H.; Moelker, A.; Chu, D. T.;  and Trung, N. L.\n\n\n  \n\n\n\n  Computer Methods and Programs in Biomedicine, 233: 107453.  2023.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"QuantificationPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n   \n  \n    abstract \n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n\n\n
\n  
@article{LUU2023107453,\ntitle = {Quantification of liver-Lung shunt fraction on 3D SPECT/CT images for selective internal radiation therapy of liver cancer using CNN-based segmentations and non-rigid registration},\njournal = {Computer Methods and Programs in Biomedicine},\nvolume = {233},\npages = {107453},\nyear = {2023},\nissn = {0169-2607},\ndoi = {https://doi.org/10.1016/j.cmpb.2023.107453},\nurl = {https://www.sciencedirect.com/science/article/pii/S0169260723001190},\nauthor = {Manh Ha Luu and Hong Son Mai and Xuan Loc Pham and Quoc Anh Le and Quoc Khanh Le and Theo van Walsum and Ngoc Ha Le and Daniel Franklin and Vu Ha Le and Adriaan Moelker and Duc Trinh Chu and Nguyen Linh Trung},\nkeywords = {Liver-lung shunt, Liver cancer, SPECT/CT, CNNs, Segmentation, Registration},\nabstract = {Purpose: Selective internal radiation therapy (SIRT) has been proven to be an effective treatment for hepatocellular carcinoma (HCC) patients. In clinical practice, the treatment planning for SIRT using 90Y microspheres requires estimation of the liver-lung shunt fraction (LSF) to avoid radiation pneumonitis. Currently, the manual segmentation method to draw a region of interest (ROI) of the liver and lung in 2D planar imaging of 99mTc-MAA and 3D SPECT/CT images is inconvenient, time-consuming and observer-dependent. In this study, we propose and evaluate a nearly automatic method for LSF quantification using 3D SPECT/CT images, offering improved performance compared with the current manual segmentation method. Methods: We retrospectively acquired 3D SPECT with non-contrast-enhanced CT images (nCECT) of 60 HCC patients from a SPECT/CT scanning machine, along with the corresponding diagnostic contrast-enhanced CT images (CECT). Our approach for LSF quantification is to use CNN-based methods for liver and lung segmentations in the nCECT image. We first apply 3D ResUnet to coarsely segment the liver. If the liver segmentation contains a large error, we dilate the coarse liver segmentation into the liver mask as a ROI in the nCECT image. Subsequently, non-rigid registration is applied to deform the liver in the CECT image to fit that obtained in the nCECT image. The final liver segmentation is obtained by segmenting the liver in the deformed CECT image using nnU-Net. In addition, the lung segmentations are obtained using 2D ResUnet. Finally, LSF quantitation is performed based on the number of counts in the SPECT image inside the segmentations. Evaluations and Results: To evaluate the liver segmentation accuracy, we used Dice similarity coefficient (DSC), asymmetric surface distance (ASSD), and max surface distance (MSD) and compared the proposed method to five well-known CNN-based methods for liver segmentation. Furthermore, the LSF error obtained by the proposed method was compared to a state-of-the-art method, modified Deepmedic, and the LSF quantifications obtained by manual segmentation. The results show that the proposed method achieved a DSC score for the liver segmentation that is comparable to other state-of-the-art methods, with an average of 0.93, and the highest consistency in segmentation accuracy, yielding a standard deviation of the DSC score of 0.01. The proposed method also obtains the lowest ASSD and MSD scores on average (2.6 mm and 31.5 mm, respectively). Moreover, for the proposed method, a median LSF error of 0.14% is obtained, which is a statically significant improvement to the state-of-the-art-method (p=0.004), and is much smaller than the median error in LSF manual determination by the medical experts using 2D planar image (1.74% and p<0.001). Conclusions: A method for LSF quantification using 3D SPECT/CT images based on CNNs and non-rigid registration was proposed, evaluated and compared to state-of-the-art techniques. The proposed method can quantitatively determine the LSF with high accuracy and has the potential to be applied in clinical practice.}\n}\n\n\n
\n
\n\n\n
\n  Purpose: Selective internal radiation therapy (SIRT) has been proven to be an effective treatment for hepatocellular carcinoma (HCC) patients. In clinical practice, the treatment planning for SIRT using 90Y microspheres requires estimation of the liver-lung shunt fraction (LSF) to avoid radiation pneumonitis. Currently, the manual segmentation method to draw a region of interest (ROI) of the liver and lung in 2D planar imaging of 99mTc-MAA and 3D SPECT/CT images is inconvenient, time-consuming and observer-dependent. In this study, we propose and evaluate a nearly automatic method for LSF quantification using 3D SPECT/CT images, offering improved performance compared with the current manual segmentation method. Methods: We retrospectively acquired 3D SPECT with non-contrast-enhanced CT images (nCECT) of 60 HCC patients from a SPECT/CT scanning machine, along with the corresponding diagnostic contrast-enhanced CT images (CECT). Our approach for LSF quantification is to use CNN-based methods for liver and lung segmentations in the nCECT image. We first apply 3D ResUnet to coarsely segment the liver. If the liver segmentation contains a large error, we dilate the coarse liver segmentation into the liver mask as a ROI in the nCECT image. Subsequently, non-rigid registration is applied to deform the liver in the CECT image to fit that obtained in the nCECT image. The final liver segmentation is obtained by segmenting the liver in the deformed CECT image using nnU-Net. In addition, the lung segmentations are obtained using 2D ResUnet. Finally, LSF quantitation is performed based on the number of counts in the SPECT image inside the segmentations. Evaluations and Results: To evaluate the liver segmentation accuracy, we used Dice similarity coefficient (DSC), asymmetric surface distance (ASSD), and max surface distance (MSD) and compared the proposed method to five well-known CNN-based methods for liver segmentation. Furthermore, the LSF error obtained by the proposed method was compared to a state-of-the-art method, modified Deepmedic, and the LSF quantifications obtained by manual segmentation. The results show that the proposed method achieved a DSC score for the liver segmentation that is comparable to other state-of-the-art methods, with an average of 0.93, and the highest consistency in segmentation accuracy, yielding a standard deviation of the DSC score of 0.01. The proposed method also obtains the lowest ASSD and MSD scores on average (2.6 mm and 31.5 mm, respectively). Moreover, for the proposed method, a median LSF error of 0.14% is obtained, which is a statically significant improvement to the state-of-the-art-method (p=0.004), and is much smaller than the median error in LSF manual determination by the medical experts using 2D planar image (1.74% and p<0.001). Conclusions: A method for LSF quantification using 3D SPECT/CT images based on CNNs and non-rigid registration was proposed, evaluated and compared to state-of-the-art techniques. The proposed method can quantitatively determine the LSF with high accuracy and has the potential to be applied in clinical practice.\n
\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A novel tensor tracking algorithm for block-term decomposition of streaming tensors.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Ravier, P.;  and Buttelli, O.\n\n\n  \n\n\n\n  In IEEE Statistical Signal Processing Workshop (SSP), pages 571–575,  2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2023novel,\n  title={A novel tensor tracking algorithm for block-term decomposition of streaming tensors},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle={IEEE Statistical Signal Processing Workshop (SSP)},\n  pages={571--575},\n  year={2023},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A contemporary and comprehensive survey on streaming tensor decomposition.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  IEEE Transactions on Knowledge and Data Engineering, 35(11): 10897–10921.  2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2022contemporary,\n  title={A contemporary and comprehensive survey on streaming tensor decomposition},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={IEEE Transactions on Knowledge and Data Engineering},\n  volume={35},\n  number={11},\n  pages={10897--10921},\n  year={2023},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Tracking online low-rank approximations of higher-order incomplete streaming tensors.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  Patterns, 4(6): 100759.  2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2023tracking,\n  title={Tracking online low-rank approximations of higher-order incomplete streaming tensors},\n  author={Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={Patterns},\n  volume={4},\n  number={6},\n  pages={100759},\n  year={2023},\n  publisher={Elsevier + Cell Press}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Robust subspace tracking with contamination mitigation via $α$-divergence.\n  \n  \n  \n\n\n  \n  Le, T. T.; Rekavandi, A. M.; Seghouane, A.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5,  2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2023robust,\n  title={Robust subspace tracking with contamination mitigation via $\\alpha$-divergence},\n  author={Le, Trung Thanh and Rekavandi, Aref Miri and Seghouane, Abd-Krim and Abed-Meraim, Karim},\n  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={1--5},\n  year={2023},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks.\n  \n  \n  \n  \n\n\n  \n  Khoa, T. V.; Hoang, D. T.; Trung, N. L.; Nguyen, C. T.; Quynh, T. T. T.; Nguyen, D. N.; Ha, N. V.;  and Dutkiewicz, E.\n\n\n  \n\n\n\n  IEEE Internet of Things Journal, 10(10): 8578-8589. May 2023.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"DeepPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{tv.khoa2023:IoTJ:security,\n  author  = {Tran Viet Khoa and Dinh Thai Hoang and Nguyen Linh Trung and Cong T. Nguyen and Tran Thi Thuy Quynh and Diep N. Nguyen and Nguyen Viet Ha and Eryk Dutkiewicz},\n  journal = {IEEE Internet of Things Journal},\n  title   = {Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in {IoT} Networks},\n  year    = {2023},\n  issn    = {2327-4662},\n  month   = may,\n  number  = {10},\n  pages   = {8578-8589},\n  volume  = {10},\n  url     = {https://doi.org/10.1109/JIOT.2022.3202029},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Towards Vision-based Concrete Crack Detection: Automatic Simulation of Real-world Cracks.\n  \n  \n  \n  \n\n\n  \n  Dinh, T. H.; Anh, V. T. T.; Nguyen, T.; Le, C. H.; Trung, N. L.; Nguyen, D. D.;  and Lin, C.\n\n\n  \n\n\n\n  IEEE Transactions on Instrumentation and Measurement, 72(10): 1-15. October 2023.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"TowardsPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{dt.hiep2023:TrIM:crack,\n  author  = {Tran Hiep Dinh and Vu Thi Thuy Anh and TruongGiang Nguyen and Cong Hieu Le and Nguyen Linh Trung and Dinh Duc Nguyen and Chin-Teng Lin},\n  title   = {Towards Vision-based Concrete Crack Detection: Automatic Simulation of Real-world Cracks},\n  journal = {IEEE Transactions on Instrumentation and Measurement},\n  year    = {2023},\n  issn    = {0018-9456},\n  number  = {10},\n  pages   = {1-15},\n  volume  = {72},\n  month   = oct,\n  url     = {https://doi.org/10.1109/TIM.2023.3328076},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Extended Upscale and Downscale Representation with Cascade Arrangement.\n  \n  \n  \n  \n\n\n  \n  Doan, Q. M.; Dinh, T. H.; Trung, N. L.; Nguyen, D. N; Singh, A.;  and Lin, C.\n\n\n  \n\n\n\n  In 22nd IEEE Statistical Signal Processing workshop (SSP), Hanoi, Vietnam, July 2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n  \n    \"ExtendedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{dt.hiep2023:SSP:EEG,\n  author       = {Quang Manh Doan and Tran Hiep Dinh and Nguyen Linh Trung and Diep N Nguyen and Avinash Singh and Chin-Teng Lin},\n  title        = {Extended Upscale and Downscale Representation with Cascade Arrangement},\n  booktitle    = {22nd IEEE Statistical Signal Processing workshop (SSP)},\n  year         = {2023},\n  address      = {Hanoi, Vietnam},\n  month        = jul,\n  organization = {IEEE},\n  url          = {https://doi.org/10.1109/SSP53291.2023.10207993},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    One-Bit Massive MIMO Precoding for Frequency-Selective Fading Channels.\n  \n  \n  \n  \n\n\n  \n  Nguyen, L. V.; Liu, L.; Trung, N. L.;  and Swindlehurst, L.\n\n\n  \n\n\n\n  In 22nd IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, July 2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n  \n    \"One-BitPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{nv.ly2023:SSP:onebit,\n  author       = {Ly Van Nguyen and Lu Liu and Nguyen Linh Trung and Lee Swindlehurst},\n  title        = {One-Bit Massive {MIMO} Precoding for Frequency-Selective Fading Channels},\n  booktitle    = {22nd IEEE Statistical Signal Processing Workshop (SSP)},\n  year         = {2023},\n  address      = {Hanoi, Vietnam},\n  month        = jul,\n  organization = {IEEE},\n  url          = {https://doi.org/10.1109/SSP53291.2023.10207951},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Autoencoder-based feature ranking for predicting Mild Cognitive Impairment conversion using FDG-PET images.\n  \n  \n  \n  \n\n\n  \n  Pham, T. M.; Trung, N. L.; Adel, M.;  and Guedj, E.\n\n\n  \n\n\n\n  In 22nd IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, July 2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n  \n    \"Autoencoder-basedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2023:SSP:AE,\n  author       = {Tuan Minh Pham and Nguyen Linh Trung and Mouloud Adel and Eric Guedj},\n  title        = {Autoencoder-based feature ranking for predicting Mild Cognitive Impairment conversion using {FDG-PET} images},\n  booktitle    = {22nd IEEE Statistical Signal Processing Workshop (SSP)},\n  year         = {2023},\n  address      = {Hanoi, Vietnam},\n  month        = jul,\n  organization = {IEEE},\n  url          = {https://doi.org/10.1109/SSP53291.2023.10208072},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Dynamic time warping-based distance for constructing individual brain networks from FDG-PET images: Application to Alzheimer’s disease.\n  \n  \n  \n  \n\n\n  \n  Pham, T. M.; Adel, M.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 12th International Conference on Image Processing Theory, Tools and Applications (IPTA), Paris, France, October 2023. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"DynamicPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan:IPTA:dynamic,\n  author    = {Tuan Minh Pham and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title     = {Dynamic time warping-based distance for constructing individual brain networks from {FDG-PET} images: Application to {Alzheimer’s} disease},\n  booktitle = {12th International Conference on Image Processing Theory, Tools and Applications (IPTA)},\n  year      = {2023},\n  address   = {Paris, France},\n  month     = oct,\n  url       = {https://doi.org/10.1109/IPTA59101.2023.10320083},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Fisher information estimation using neural networks.\n  \n  \n  \n\n\n  \n  Duy, T. T.; Van Ly, N.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 13(1-2).  2023.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{duy2023fisher,\n  title={Fisher information estimation using neural networks},\n  author={Duy, Tran Trong and Van Ly, Nguyen and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={REV Journal on Electronics and Communications},\n  volume={13},\n  number={1-2},\n  year={2023}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Fast deep unfolded hybrid beamforming in multiuser large MIMO systems.\n  \n  \n  \n\n\n  \n  Nguyen, N. T.; Van Nguyen, L.; Shlezinger, N.; Swindlehurst, A L.;  and Juntti, M.\n\n\n  \n\n\n\n  In 2023 57th Asilomar Conference on Signals, Systems, and Computers, pages 486–490,  2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2023fast,\n  title={Fast deep unfolded hybrid beamforming in multiuser large MIMO systems},\n  author={Nguyen, Nhan Thanh and Van Nguyen, Ly and Shlezinger, Nir and Swindlehurst, A Lee and Juntti, Markku},\n  booktitle={2023 57th Asilomar Conference on Signals, Systems, and Computers},\n  pages={486--490},\n  year={2023},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  AutoEncoder-based Feature Ranking for Predicting Mild Cognitive Impairment Conversion Using FDG-PET Images.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Trung, N. L.; Adel, M.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2023 IEEE Statistical Signal Processing Workshop (SSP), pages 720–724, Hanoi, Vietnam, July 2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2023Tuan,\n  title = {{{AutoEncoder-based Feature Ranking}} for {{Predicting Mild Cognitive Impairment Conversion}} Using {{FDG-PET Images}}},\n  booktitle = {2023 {{IEEE Statistical Signal Processing Workshop}} ({{SSP}})},\n  author = {Tuan, Pham Minh and Trung, Nguyen Linh and Adel, Mouloud and Guedj, Eric},\n  year = {2023},\n  month = jul,\n  pages = {720--724},\n  publisher = {IEEE},\n  address = {Hanoi, Vietnam},\n  doi = {10.1109/SSP53291.2023.10208072},\n  urldate = {2024-01-10},\n  isbn = {978-1-66545-245-8}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Dynamic Time Warping-based Distance for Constructing Individual Brain Networks from FDG-PET Images: Application to Alzheimer's Disease.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Adel, M.; Trung, N. L.;  and Guedji, E.\n\n\n  \n\n\n\n  In 2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA), pages 1–5, Paris, France, October 2023. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2023Tuanb,\n  title = {Dynamic {{Time Warping-based}} Distance for Constructing Individual Brain Networks from {{FDG-PET Images}}: {{Application}} to {{Alzheimer}}'s {{Disease}}},\n  booktitle = {2023 {{Twelfth International Conference}} on {{Image Processing Theory}}, {{Tools}} and {{Applications}} ({{IPTA}})},\n  author = {Tuan, Pham Minh and Adel, Mouloud and Trung, Nguyen Linh and Guedji, Eric},\n  year = {2023},\n  month = oct,\n  pages = {1--5},\n  publisher = {IEEE},\n  address = {Paris, France},\n  doi = {10.1109/IPTA59101.2023.10320083},\n  urldate = {2024-01-10},\n  isbn = {9798350325416}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2022\n      \n        \n        (19)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  Efficient Type and Polarity Classification of Chromosome Images using CNNs: a Primary Evaluation on Multiple Datasets.\n  \n  \n  \n\n\n  \n  Anh, L. Q.; Thanh, V. D.; Son, N. H. H.; Phuong, D. T. K.; Anh, L. T. L.; Ram, D. T.; Minh, N. T. B.; Tung, T. H.; Thinh, N. H.; Ha, L. V.;  and Ha, L. M.\n\n\n  \n\n\n\n  In 2022 IEEE Ninth International Conference on Communications and Electronics (ICCE), pages 400-405,  2022. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{9852034,\nauthor={Anh, Le Quoc and Thanh, Vu Duy and Son, Nguyen Huu Hoang and Phuong, Doan Thi Kim and Anh, Luong Thi Lan and Ram, Do Thi and Minh, Nguyen Thanh Binh and Tung, Tran Hoang and Thinh, Nguyen Hong and Ha, Le Vu and Ha, Luu Manh},\nbooktitle={2022 IEEE Ninth International Conference on Communications and Electronics (ICCE)}, \ntitle={Efficient Type and Polarity Classification of Chromosome Images using CNNs: a Primary Evaluation on Multiple Datasets}, \nyear={2022},\nvolume={},\nnumber={},\npages={400-405},\nkeywords={Training;Electric potential;Hospitals;Manuals;Genetics;Convolutional neural networks;Task analysis;Karyotyping;chromosome;classification;deep learning;EfficientNetV2},\ndoi={10.1109/ICCE55644.2022.9852034}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Needle Localization and Segmentation for Radiofrequency Ablation of Liver Tumors under CT Image Guidance.\n  \n  \n  \n\n\n  \n  Anh, L. Q.; Ha, L. M.; Van Walsum, T.; Moelker, A.; Hang, D. V.; Phuong, P. C.;  and Thanh, V. D.\n\n\n  \n\n\n\n  In 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pages 2015-2021,  2022. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{9980132,\nauthor={Anh, Le Quoc and Ha, Luu Manh and Van Walsum, Theo and Moelker, Adriaan and Hang, Dao Viet and Phuong, Pham Cam and Thanh, Vu Duy},\nbooktitle={2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)}, \ntitle={Needle Localization and Segmentation for Radiofrequency Ablation of Liver Tumors under CT Image Guidance}, \nyear={2022},\nvolume={},\nnumber={},\npages={2015-2021},\nkeywords={Radio frequency;Shafts;Image segmentation;Visualization;Three-dimensional displays;Computed tomography;Liver;Liver tumors;RFA;needle segmentation;CT guidance;projections;CNN},\ndoi={10.23919/APSIPAASC55919.2022.9980132}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Multi-resolution Coarse-to-fine Registration Approach for Liver Computed Tomography Image Analysis.\n  \n  \n  \n\n\n  \n  Loc Pham, X.; Anh Le, Q.; Trinh Chu, D.;  and Ha Luu, M.\n\n\n  \n\n\n\n  In 2022 26th International Computer Science and Engineering Conference (ICSEC), pages 307-312,  2022. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{10049333,\nauthor={Loc Pham, Xuan and Anh Le, Quoc and Trinh Chu, Duc and Ha Luu, Manh},\nbooktitle={2022 26th International Computer Science and Engineering Conference (ICSEC)}, \ntitle={Multi-resolution Coarse-to-fine Registration Approach for Liver Computed Tomography Image Analysis}, \nyear={2022},\nvolume={},\nnumber={},\npages={307-312},\nkeywords={Measurement;Liver cancer;Image segmentation;Image analysis;Deformation;Shape;Computed tomography;unsuperivsed learning;coarse-to-fine registration;liver computed tomography image;large deformation},\ndoi={10.1109/ICSEC56337.2022.10049333}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Robust Online Tucker Dictionary Learning from Multidimensional Data Streams.\n  \n  \n  \n\n\n  \n  Le, T. T.; Duy, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Adel, H.\n\n\n  \n\n\n\n  In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22), pages 1815–1820,  2022. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2022robust,\n  title={Robust Online Tucker Dictionary Learning from Multidimensional Data Streams},\n  author={Le, Thanh Trung and Duy, Tran Trong and Abed-Meraim, Karim and Trung, Nguyen Linh and Adel, Hafiane},\n  booktitle={Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA  ASC'22)},\n  pages={1815--1820},\n  year={2022},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Sparse subspace tracking in high dimensions.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Hafiane, A.;  and Trung, N. L.\n\n\n  \n\n\n\n  In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5892–5896,  2022. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2022sparse,\n  title={Sparse subspace tracking in high dimensions},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Hafiane, Adel and Trung, Nguyen Linh},\n  booktitle={ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={5892--5896},\n  year={2022},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking.\n  \n  \n  \n\n\n  \n  Le, T. T.\n\n\n  \n\n\n\n  Ph.D. Thesis, University of Orleans, INSA CVL, PRISME,  2022.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@phdthesis{le2022signal,\n  title={Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking},\n  author={Le, Trung Thanh},\n  year={2022},\n  school={University of Orleans, INSA CVL, PRISME}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Robust tensor tracking with missing data under tensor-train format.\n  \n  \n  \n  \n\n\n  \n  Thanh, L. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  In 30th European Signal Processing Conference (EUSIPCO), pages 832-836, Belgrade, Serbia, August 2022. EURASIP\n  \n\n\n\n
\n\n\n\n  \n  \n    \"RobustPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{lt.thanh2022:EUSIPCO:ATT,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  booktitle    = {30th European Signal Processing Conference (EUSIPCO)},\n  title        = {Robust tensor tracking with missing data under tensor-train format},\n  year         = {2022},\n  address      = {Belgrade, Serbia},\n  month        = aug,\n  pages = {832-836},\n  organization = {EURASIP},\nurl = {https://doi.org/10.23919/EUSIPCO55093.2022.9909702},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Robust subspace tracking algorithms using fast adaptive Mahalanobis distance.\n  \n  \n  \n  \n\n\n  \n  Nguyen, V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  Signal Processing,108402. June 2022.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"RobustPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{nv.dung2022:SP:Mahalanobis,\n  author  = {Viet-Dung Nguyen and Nguyen Linh Trung and Karim Abed-Meraim},\n  journal = {Signal Processing},\n  title   = {Robust subspace tracking algorithms using fast adaptive {Mahalanobis} distance},\n  year    = {2022},\n  issn    = {0165-1684},\n  month   = jun,\n  pages   = {108402},\n  url     = {https://doi.org/10.1016/j.sigpro.2021.108402},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Automatic scan range for dose-reduced multiphase CT imaging of the liver utilizing CNNs and Gaussian models.\n  \n  \n  \n  \n\n\n  \n  Luu, M. H.; van Walsum, T.; Mai, H. S.; Franklin, D.; Nguyen, T. T. T.; Le, T. M.; Moelker, A.; Le, V. K.; Vu, D. L.; Le, N. H.; Tran, Q. L.; Chu, D. T.;  and Trung, N. L.\n\n\n  \n\n\n\n  Medical Image Analysis, 78: 102422. May 2022.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"AutomaticPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{lm.ha2022:MIA:Automatic,\n  author  = {Manh Ha Luu and Theo van Walsum and Hong Son Mai and Daniel Franklin and Thi Thu Thao Nguyen and Thi My Le and Adriaan Moelker and Van Khang Le and Dang Lu Vu and Ngoc Ha Le and Quoc Long Tran and Duc Trinh Chu and Nguyen Linh Trung},\n  journal = {Medical Image Analysis},\n  title   = {Automatic scan range for dose-reduced{ m}ultiphase {CT} imaging of the liver utilizing {CNNs} and {Gaussian} models},\n  year    = {2022},\n  issn    = {1361-8415},\n  month   = may,\n  pages   = {102422},\n  volume  = {78},\n  url     = {https://doi.org/10.1016/j.media.2022.102422},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    EEG Peak Detection in Cognitive Conflict Processing using Summit Navigator and Clustering-based Ranking.\n  \n  \n  \n  \n\n\n  \n  Dinh, T. H.; Singh, A. K.; Trung, N. L.; Nguyen, D. N.;  and Lin, C.\n\n\n  \n\n\n\n  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30: 1548-1556. May 2022.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"EEGPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{dt.hiep2022:TNSR:CogConflict,\n  author  = {Tran Hiep Dinh and Avinash Kumar Singh and Nguyen Linh Trung and Diep N. Nguyen and Chin-Teng Lin},\n  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},\n  title   = {{EEG} Peak Detection in Cognitive Conflict Processing using Summit Navigator and Clustering-based Ranking},\n  year    = {2022},\n  issn    = {1534-4320},\n  month   = may,\n  pages   = {1548-1556},\n  volume  = {30},\n  file    = {:C\\:/Users/nguye/Dropbox/nltrung/people/Me/Ho so/GS/journal/2022.05_TNSRE_EEG Peak Detection in Cognitive Conflict Processing using Summit Navigator and Clustering-based Ranking.pdf:PDF},\n  url     = {https://doi.org/10.1109/TNSRE.2022.3179255},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Low-dose CT image denoising using deep convolutional neural networks with extended receptive fields.\n  \n  \n  \n  \n\n\n  \n  Thanh-Trung, N.; Trinh, D.; Trung, N. L.;  and Luong, M.\n\n\n  \n\n\n\n  Signal, Image and Video Processing. February 2022.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"Low-dosePaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{nt.trung2022:SIVP:LDCT,\n  author  = {Nguyen Thanh-Trung and Dinh-Hoan Trinh and Nguyen Linh Trung and Marie Luong},\n  journal = {Signal, Image and Video Processing},\n  title   = {Low-dose {CT} image denoising using deep convolutional neural networks with extended receptive fields},\n  year    = {2022},\n  issn    = {1963–1971},\n  month   = feb,\n  url     = {https://doi.org/10.1007/s11760-022-02157-8},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Fisher Information Neural Estimation.\n  \n  \n  \n  \n\n\n  \n  Duy, T. T.; Ly, N. V.; Dung, N. V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  In 30th European Signal Processing Conference (EUSIPCO), pages 2111-2115, Belgrade, Serbia, August 2022. EURASIP\n  \n\n\n\n
\n\n\n\n  \n  \n    \"FisherPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{tt.duy2022:EUSIPCO:FINE,\n  author       = {Tran Trong Duy and Nguyen Van Ly and Nguyen Viet Dung and Nguyen Linh Trung and Karim Abed-Meraim},\n  booktitle    = {30th European Signal Processing Conference (EUSIPCO)},\n  title        = {Fisher Information Neural Estimation},\n  year         = {2022},\n  address      = {Belgrade, Serbia},\n  month        = aug,\n  organization = {EURASIP},\n  pages        = {2111-2115},\n  url          = {https://doi.org/10.23919/EUSIPCO55093.2022.9909530},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Masked face detection with illumination awareness.\n  \n  \n  \n  \n\n\n  \n  Dinh, T. H.; Doan, Q. M.; Trung, N. L.; Nguyen, D. N.;  and Lin, C.\n\n\n  \n\n\n\n  In 16th International Symposium on Medical Information and Communication Technology (ISMICT), May 2022. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"MaskedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{td.hiep2022:ISMICT:masked,\n  author    = {Tran Hiep Dinh and Quang Manh Doan and Nguyen Linh Trung and Diep N. Nguyen and Chin-Teng Lin},\n  booktitle = {16th International Symposium on Medical Information and Communication Technology (ISMICT)},\n  title     = {Masked face detection with illumination awareness},\n  year      = {2022},\n  month     = may,\nurl = {https://doi.org/10.1109/ISMICT56646.2022.9828233},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    C-Atlas: A Brain Mapping based on FDG-PET Images for Alzheimer's Disease Diagnosis.\n  \n  \n  \n  \n\n\n  \n  Tuan, P. M.; Phan, L. T; Adel, M.; Bourennane, S.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 16th International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh city, Vietnam, December 2022. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"C-Atlas:Paper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{pm.tuan2022:C-RIVF:atlas,\n  author    = {Pham Minh Tuan and Le T Phan and Mouloud Adel and Salah Bourennane and Nguyen Linh Trung},\n  booktitle = {16th International Conference on Computing and Communication Technologies (RIVF)},\n  title     = {C-Atlas: A Brain Mapping based on {FDG-PET} Images for {Alzheimer}'s Disease Diagnosis},\n  year      = {2022},\n  address   = {Ho Chi Minh city, Vietnam},\n  month     = dec,\nurl = {https://doi.org/10.1109/RIVF55975.2022.10013857},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Deep learning for estimation and pilot signal design in few-bit massive MIMO systems.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Nguyen, D. H.;  and Swindlehurst, A L.\n\n\n  \n\n\n\n  IEEE Transactions on Wireless Communications, 22(1): 379–392.  2022.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2022deep,\n  title={Deep learning for estimation and pilot signal design in few-bit massive MIMO systems},\n  author={Nguyen, Ly V and Nguyen, Duy HN and Swindlehurst, A Lee},\n  journal={IEEE Transactions on Wireless Communications},\n  volume={22},\n  number={1},\n  pages={379--392},\n  year={2022},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Variational Bayes inference for data detection in cell-free massive MIMO.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Ngo, H. Q.; Tran, L.; Swindlehurst, A L.;  and Nguyen, D. H.\n\n\n  \n\n\n\n  In 2022 56th Asilomar Conference on Signals, Systems, and Computers, pages 727–732,  2022. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2022variational,\n  title={Variational Bayes inference for data detection in cell-free massive MIMO},\n  author={Nguyen, Ly V and Ngo, Hien Quoc and Tran, Le-Nam and Swindlehurst, A Lee and Nguyen, Duy HN},\n  booktitle={2022 56th Asilomar Conference on Signals, Systems, and Computers},\n  pages={727--732},\n  year={2022},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Leveraging deep neural networks for massive MIMO data detection.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Nguyen, N. T; Tran, N. H; Juntti, M.; Swindlehurst, A L.;  and Nguyen, D. H.\n\n\n  \n\n\n\n  IEEE Wireless Communications, 30(1): 174–180.  2022.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2022leveraging,\n  title={Leveraging deep neural networks for massive MIMO data detection},\n  author={Nguyen, Ly V and Nguyen, Nhan T and Tran, Nghi H and Juntti, Markku and Swindlehurst, A Lee and Nguyen, Duy HN},\n  journal={IEEE Wireless Communications},\n  volume={30},\n  number={1},\n  pages={174--180},\n  year={2022},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  C-Atlas: A Brain Mapping Based on FDG-PET Images for Alzheimer's Disease Diagnosis.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Phan, T.; Adel, M.; Bourennane, S.; Trung, N. L.;  and Guedj, E.\n\n\n  \n\n\n\n  In 2022 RIVF International Conference on Computing and Communication Technologies (RIVF), pages 150–155, Ho Chi Minh City, Vietnam, December 2022. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{2022Tuan,\n  title = {C-{{Atlas}}: {{A Brain Mapping}} Based on {{FDG-PET Images}} for {{Alzheimer}}'s {{Disease Diagnosis}}},\n  booktitle = {2022 {{RIVF International Conference}} on {{Computing}} and {{Communication Technologies}} ({{RIVF}})},\n  author = {Tuan, Pham Minh and Phan, Trong-Le and Adel, Mouloud and Bourennane, Salah and Trung, Nguyen Linh and Guedj, Eric},\n  year = {2022},\n  month = dec,\n  pages = {150--155},\n  publisher = {IEEE},\n  address = {Ho Chi Minh City, Vietnam},\n  doi = {10.1109/RIVF55975.2022.10013857},\n  urldate = {2024-01-10},\n  isbn = {978-1-66546-166-5}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Computer Vision Technologies for Social Distancing.\n  \n  \n  \n  \n\n\n  \n  Dinh, T. H.; Trung, N. L.;  and Lin, C.\n\n\n  \n\n\n\n  In Nguyen, D. N.; Hoang, D. T.; Vu, T. X.; Dutkiewicz, E.; Chatzinotas, S.;  and Ottersten, B., editor(s), Enabling Technologies for Social Distancing. Institution of Engineering and Technology, May 2022.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"ComputerPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InCollection{dt.hiep2022:Book:covid,\n  author    = {Tran Hiep Dinh and Nguyen Linh Trung and Chin-Teng Lin},\n  booktitle = {Enabling Technologies for Social Distancing},\n  publisher = {Institution of Engineering and Technology},\n  title     = {Computer Vision Technologies for Social Distancing},\n  year      = {2022},\n  editor    = {Diep N. Nguyen and Dinh Thai Hoang and Thang X. Vu and Eryk Dutkiewicz and Symeon Chatzinotas and Björn Ottersten},\n  isbn      = {9781839534904},\n  month     = may,\n  url       = {https://doi.org/10.1049/PBTE104E_ch4},\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2021\n      \n        \n        (15)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  An Effective Framework of Private Ethereum Blockchain Networks for Smart Grid.\n  \n  \n  \n\n\n  \n  Son, D. H.; Quynh, T. T. T.; Khoa, T. V.; Hoang, D. T.; Trung, N. L.; Viet Ha, N.; Niyato, D.; Nguyen, D. N.;  and Dutkiewicz, E.\n\n\n  \n\n\n\n  In International Conference on Advanced Technologies for Communications (ATC), pages 312-317, October 2021. \n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2021ATC,\n    author={Do Hai Son and Quynh, Tran Thi Thuy and Khoa, Tran Viet and Hoang, Dinh Thai and Trung, Nguyen Linh and Viet Ha, Nguyen and Niyato, Dusit and Nguyen, Diep N. and Dutkiewicz, Eryk},\n    booktitle={International Conference on Advanced Technologies for Communications (ATC)},\n    title={An Effective Framework of Private Ethereum Blockchain Networks for Smart Grid},\n    year={2021},\n    month = {October},\n    pages={312-317},\n    location = {Ho Chi Minh City, Vietnam},\n    doi={10.1109/ATC52653.2021.9598199},\n    bibtex_show={true},\n    abbr={Int. Conf.},\n    selected={true},\n    pdf={2021_ATC.pdf},\n    code={https://github.com/DoHaiSon/SmartFac_ETH},\n    altmetric={125624839},\n    dimensions={true},\n    google_scholar_id={u-x6o8ySG0sC},\n    award={Best Student Paper Award},\n    award_name={Best Student Paper Award}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Đồng bộ nhiều SDR trong thực thi thuật toán ước lượng hướng sóng đến MUSIC.\n  \n  \n  \n\n\n  \n  Son, D. H.;  and Quynh, T. T. T.\n\n\n  \n\n\n\n  In Hội nghị Quốc gia lần thứ XXIV về Điện tử, Truyền thông và Công nghệ Thông tin, pages 11-16, December 2021. \n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@INPROCEEDINGS{Son2021REV,\n    author={Son, Do Hai and Quynh, Tran Thi Thuy},\n    booktitle={Hội nghị Quốc gia lần thứ XXIV về Điện tử, Truyền thông và Công nghệ Thông tin},\n    title={Đồng bộ nhiều SDR trong thực thi thuật toán ước lượng hướng sóng đến MUSIC},\n    year={2021},\n    month = {December},\n    pages={11-16},\n    location  = {Hanoi, Viet Nam},\n    bibtex_show={true},\n    abbr={Nat. Conf.},\n    selected={false},\n    pdf={2021_REV-ECIT.pdf},\n    code={https://github.com/DoHaiSon/gr-DoA_BladeRF},\n    google_scholar_id={d1gkVwhDpl0C}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Short time cardio-vascular pulses estimation for dengue fever screening via continuous-wave Doppler radar using empirical mode decomposition and continuous wavelet transform.\n  \n  \n  \n  \n\n\n  \n  Chinh, N. D.; Ha, L. M.; Sun, G.; Anh, L. Q.; Huong, P. V.; Vu, T. A.; Hieu, T. T.; Tan, T. D.; Trung, N. V.; Ishibashi, K.;  and Trung, N. L.\n\n\n  \n\n\n\n  Biomedical Signal Processing and Control, 65: 102361.  2021.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"ShortPaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n   \n  \n    abstract \n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n\n\n
\n  
@article{CHINH2021102361,\ntitle = {Short time cardio-vascular pulses estimation for dengue fever screening via continuous-wave Doppler radar using empirical mode decomposition and continuous wavelet transform},\njournal = {Biomedical Signal Processing and Control},\nvolume = {65},\npages = {102361},\nyear = {2021},\nissn = {1746-8094},\ndoi = {https://doi.org/10.1016/j.bspc.2020.102361},\nurl = {https://www.sciencedirect.com/science/article/pii/S1746809420304699},\nauthor = {Nguyen Dinh Chinh and Luu Manh Ha and Guanghao Sun and Le Quoc Anh and Pham Viet Huong and Tran Anh Vu and Tran Trong Hieu and Tran Duc Tan and Nguyen Vu Trung and Koichiro Ishibashi and Nguyen Linh Trung},\nkeywords = {Continuous-wave Doppler radar, Dengue fever screening, Short time, Heart rate, EMD, CWT},\nabstract = {Contactless measurement of cardio-vascular pulse acts an essential role in clinical medical sectors. Estimating cardio-vascular pulses based on continuous-wave (CW) Doppler radar in limited time while maintaining the accuracy is a challenging task. In this paper, we propose a signal processing method that combines empirical mode decomposition (EMD) and continuous wavelet transform (CWT) for a short time estimation of heart rate (HR) and inter-beat-interval from radar signals. We evaluate performance of the proposed method using 85 patients with dengue fever and 40 healthy subjects. Subsequently, the estimated contactless HR is compared to that of a commercial contact-type medical device. The result shows that the HR can be estimated within a period of 5 s with an accuracy of 96.2 ± 2.5%. The patients with dengue fever show an elevated HR and a decreased standard deviation of heartbeat interval (SDHI). Finally, linear discriminant analysis (LDA) is utilized with two parameters HR and SDHI to classify the dengue patients, achieving the sensitivity and specificity values of 86.3% and 86.9%, respectively.}\n}\n\n\n
\n
\n\n\n
\n  Contactless measurement of cardio-vascular pulse acts an essential role in clinical medical sectors. Estimating cardio-vascular pulses based on continuous-wave (CW) Doppler radar in limited time while maintaining the accuracy is a challenging task. In this paper, we propose a signal processing method that combines empirical mode decomposition (EMD) and continuous wavelet transform (CWT) for a short time estimation of heart rate (HR) and inter-beat-interval from radar signals. We evaluate performance of the proposed method using 85 patients with dengue fever and 40 healthy subjects. Subsequently, the estimated contactless HR is compared to that of a commercial contact-type medical device. The result shows that the HR can be estimated within a period of 5 s with an accuracy of 96.2 ± 2.5%. The patients with dengue fever show an elevated HR and a decreased standard deviation of heartbeat interval (SDHI). Finally, linear discriminant analysis (LDA) is utilized with two parameters HR and SDHI to classify the dengue patients, achieving the sensitivity and specificity values of 86.3% and 86.9%, respectively.\n
\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Side information effect on semi-blind channel identification for MIMO-OFDM communications systems.\n  \n  \n  \n\n\n  \n  Rekik, O.; Mokraoui, A.; Quynh, T.; Thanh, L. T.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  In Asilomar Conference on Signals, Systems, and Computers (ACSSC), pages 443–448,  2021. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{rekik2021side,\n  title={Side information effect on semi-blind channel identification for MIMO-OFDM communications systems},\n  author={Rekik, Ouahbi and Mokraoui, Anissa and Quynh, Tran and Thanh, Le Trung and Abed-Meraim, Karim},\n  booktitle={Asilomar Conference on Signals, Systems, and Computers (ACSSC)},\n  pages={443--448},\n  year={2021},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee.\n  \n  \n  \n\n\n  \n  Le, T. T.; Dung, N. V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  IEEE Transactions on Signal Processing, 69: 2070–2085.  2021.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2021robust,\n  title={Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee},\n  author={Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={IEEE Transactions on Signal Processing},\n  volume={69},\n  pages={2070--2085},\n  year={2021},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Adaptive algorithms for tracking tensor-train decomposition of streaming tensors.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Boyer, R.\n\n\n  \n\n\n\n  In 2020 28th European Signal Processing Conference (EUSIPCO), pages 995–999,  2021. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2021adaptive,\n  title={Adaptive algorithms for tracking tensor-train decomposition of streaming tensors},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Boyer, Remy},\n  booktitle={2020 28th European Signal Processing Conference (EUSIPCO)},\n  pages={995--999},\n  year={2021},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Misspecified Cramer–Rao bounds for blind channel estimation under channel order misspecification.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.;  and Trung, N. L.\n\n\n  \n\n\n\n  IEEE Transactions on Signal Processing, 69: 5372–5385.  2021.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2021misspecified,\n  title={Misspecified Cramer--Rao bounds for blind channel estimation under channel order misspecification},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  journal={IEEE Transactions on Signal Processing},\n  volume={69},\n  pages={5372--5385},\n  year={2021},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A fast randomized adaptive CP decomposition for streaming tensors.\n  \n  \n  \n\n\n  \n  Le, T. T.; Abed-Meraim, K.; Trung, N. L.;  and Hafiane, A.\n\n\n  \n\n\n\n  In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2910–2914,  2021. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2021fast,\n  title={A fast randomized adaptive CP decomposition for streaming tensors},\n  author={Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Link and Hafiane, Adel},\n  booktitle={ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={2910--2914},\n  year={2021},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Robust subspace tracking algorithms in signal processing: A brief survey.\n  \n  \n  \n  \n\n\n  \n  Thanh, L. T.; Dung, N. V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 11(1–2): 16-25. January–June 2021.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"RobustPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{lt.thanh2021:JEC:survey-RST,\n  author  = {Le Trung Thanh and Nguyen Viet Dung and Nguyen Linh Trung and Karim Abed-Meraim},\n  journal = {REV Journal on Electronics and Communications},\n  title   = {Robust subspace tracking algorithms in signal processing: A brief survey},\n  year    = {2021},\n  issn    = {1859-378X},\n  month   = jan #{--} # jun,\n  number  = {1--2},\n  pages   = {16-25},\n  volume  = {11},\n  url     = {https://doi.org/10.21553/rev-jec.270},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Maximum likelihood based identification for nonlinear multichannel communications systems.\n  \n  \n  \n  \n\n\n  \n  Rekik, O.; Abed-Meraim, K.; Nait-Meziane, M.; Mokraoui, A.;  and Trung, N. L.\n\n\n  \n\n\n\n  Signal Processing, 189: 108297. December 2021.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"MaximumPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{rekik2021:SP:identification,\n  author  = {Ouahbi Rekik and Karim Abed-Meraim and Mohamed Nait-Meziane and Anissa Mokraoui and Nguyen Linh Trung},\n  journal = {Signal Processing},\n  title   = {Maximum likelihood based identification for nonlinear multichannel communications systems},\n  year    = {2021},\n  issn    = {0165-1684},\n  month   = dec,\n  pages   = {108297},\n  volume  = {189},\n  url     = {https://doi.org/10.1016/j.sigpro.2021.108297},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Efficiently compressing 3D medical images for teleinterventions via CNNs and anisotropic diffusion.\n  \n  \n  \n  \n\n\n  \n  Luu, H.; van Walsum, T.; Franklin, D.; Pham, P.; Vu, L.; Moelker, A.; Staring, M.; Hoang, X.; Niessen, W.;  and Trung, N. L.\n\n\n  \n\n\n\n  Medical Physics, 48(6): 2877-2890. June 2021.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"EfficientlyPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{lm.ha2021:PMB:compression,\n  author  = {Luu, Ha and van Walsum, Theo and Franklin, Daniel and Pham, Phuong and Vu, Luu and Moelker, Adriaan and Staring, Marius and Hoang, Xiem and Niessen, Wiro and Nguyen Linh Trung},\n  journal = {Medical Physics},\n  title   = {Efficiently compressing {3D} medical images for teleinterventions via {CNNs} and anisotropic diffusion},\n  year    = {2021},\n  issn    = {0094-2405},\n  month   = jun,\n  number  = {6},\n  pages   = {2877-2890},\n  volume  = {48},\n  url     = {https://doi.org/10.1002/mp.14814},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    AutoEncoder-Based Feature Ranking for Alzheimer Disease Classification using PET Image.\n  \n  \n  \n  \n\n\n  \n  Tuan, P. M.; Phan, T.; Adel, M.; Guedj, E.;  and Trung, N. L.\n\n\n  \n\n\n\n  Machine Learning with Applications, 6: 100184. December 2021.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"AutoEncoder-BasedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{pm.tuan2021:MLWA:Alzheimer-autoencoder,\n  author  = {Pham Minh Tuan and Trong-Le Phan and Mouloud Adel and Eric Guedj and Nguyen Linh Trung},\n  journal = {Machine Learning with Applications},\n  title   = {AutoEncoder-Based Feature Ranking for {Alzheimer} Disease Classification using {PET} Image},\n  year    = {2021},\n  issn    = {2666-8270},\n  month   = dec,\n  pages   = {100184},\n  volume  = {6},\n  url     = {https://doi.org/10.1016/j.mlwa.2021.100184},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Performance lower bounds of blind system identification techniques in the presence of channel order estimation error.\n  \n  \n  \n  \n\n\n  \n  Thanh, L. T.; Abed-Meraim, K.;  and Trung, N. L.\n\n\n  \n\n\n\n  In 29th European Signal Processing Conference (EUSIPCO), pages 1646-1650, Durbin, Ireland, August 2021. EURASIP\n  \n\n\n\n
\n\n\n\n  \n  \n    \"PerformancePaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{lt.thanh2021:EUSIPCO:identification,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung},\n  booktitle    = {29th European Signal Processing Conference (EUSIPCO)},\n  title        = {Performance lower bounds of blind system identification techniques in the presence of channel order estimation error},\n  year         = {2021},\n  address      = {Durbin, Ireland},\n  month        = aug,\n  organization = {EURASIP},\n  pages        = {1646-1650},\n  url          = {https://doi.org/10.23919/EUSIPCO54536.2021.9615921},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Machine learning-based reconfigurable intelligent surface-aided MIMO systems.\n  \n  \n  \n\n\n  \n  Nguyen, N. T.; Nguyen, L. V; Huynh-The, T.; Nguyen, D. H.; Swindlehurst, A L.;  and Juntti, M.\n\n\n  \n\n\n\n  In 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pages 101–105,  2021. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2021machine,\n  title={Machine learning-based reconfigurable intelligent surface-aided MIMO systems},\n  author={Nguyen, Nhan Thanh and Nguyen, Ly V and Huynh-The, Thien and Nguyen, Duy HN and Swindlehurst, A Lee and Juntti, Markku},\n  booktitle={2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},\n  pages={101--105},\n  year={2021},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  AutoEncoder-based Feature Ranking for Alzheimer Disease Classification Using PET Image.\n  \n  \n  \n\n\n  \n  Tuan, P. M.; Phan, T.; Adel, M.; Guedj, E.;  and Trung, N. L.\n\n\n  \n\n\n\n  Machine Learning with Applications, 6: 100184. December 2021.\n  \n\n\n\n
\n\n\n\n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{2021Tuan,\n  title = {{{AutoEncoder-based}} Feature Ranking for {{Alzheimer Disease}} Classification Using {{PET}} Image},\n  author = {Tuan, Pham Minh and Phan, Trong-Le and Adel, Mouloud and Guedj, Eric and Trung, Nguyen Linh},\n  year = {2021},\n  month = dec,\n  journal = {Machine Learning with Applications},\n  volume = {6},\n  pages = {100184},\n  issn = {26668270},\n  doi = {10.1016/j.mlwa.2021.100184},\n  urldate = {2024-01-10}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2020\n      \n        \n        (12)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  \n    A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part II: Emerging Technologies and Open Issues.\n  \n  \n  \n  \n\n\n  \n  \n\n\n  \n\n\n\n  IEEE Access, 8: 154209–154236.  2020.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"APaper\n   \n  \n\n  \n  \n    doi\n   \n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Multi-channel EEG epileptic spike detection by a new method of tensor decomposition.\n  \n  \n  \n\n\n  \n  Le, T. T.; Dao, N. T. A.; Dung, N. V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  Journal of Neural Engineering, 17(1): 016023.  2020.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2020multi,\n  title={Multi-channel EEG epileptic spike detection by a new method of tensor decomposition},\n  author={Le, Thanh Trung and Dao, Nguyen Thi Anh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={Journal of Neural Engineering},\n  volume={17},\n  number={1},\n  pages={016023},\n  year={2020},\n  publisher={IOP Publishing}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Simulation study of two-dimensional viscoelastic imaging of soft tissues using the extended Kalman filter for tumor detection.\n  \n  \n  \n  \n\n\n  \n  Luong, Q.; Duc-Tan, T.; Trung, N. L.; Huynh, H. T.;  and Do, M. N.\n\n\n  \n\n\n\n  Simulation: Transactions of The Society for Modeling and Simulation International, 96(5): 435-447. May 2020.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"SimulationPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{lq.hai2020Sage-TrModSim:simulation,\n  author  = {Quang-Hai Luong and Tran Duc-Tan and Nguyen Linh Trung and Huu Tue Huynh and Minh Ngoc Do},\n  title   = {Simulation study of two-dimensional viscoelastic imaging of soft tissues using the extended {Kalman} filter for tumor detection},\n  journal = {Simulation: Transactions of The Society for Modeling and Simulation International},\n  year    = {2020},\n  volume  = {96},\n  number  = {5},\n  pages   = {435-447},\n  month   = may,\n  issn    = {00375497},\n  url     = {10.1177/0037549719873381},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Multi-channel EEG epileptic spike detection by a new method of tensor decomposition.\n  \n  \n  \n  \n\n\n  \n  Thanh, L. T.; Dao, N. T. A.; Dung, N. V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  IOP Journal of Neural Engineering, 17(1): 016023. January 2020.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"Multi-channelPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{thanh2020tensor-EEG:JNE,\n  author       = {Le Trung Thanh and Nguyen Thi Anh Dao and Nguyen Viet Dung and Nguyen Linh Trung and Karim Abed-Meraim},\n  journal      = {IOP Journal of Neural Engineering},\n  title        = {{Multi-channel {EEG} epileptic spike detection by a new method of tensor decomposition}},\n  year         = {2020},\n  issn         = {1741-2560},\n  month        = jan,\n  number       = {1},\n  pages        = {016023},\n  volume       = {17},\n  url          = {https://doi.org/10.1088/1741-2552/ab5247},\n  organization = {IOP},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Network coding with multimedia transmission and cognitive networking: An implementation based on software-defined radio.\n  \n  \n  \n  \n\n\n  \n  Quynh, T. T. T.; Hoang, N. K.; Ly, N. V.; Trung, N. L.; Tuan, N. Q.; Ha, L. V.; Bao, V. N. Q.; Nam, T. X.; Bustug, E.; Azarian, S.; Debbah, M.;  and Duhamel, P.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 10(3–4): 72-84. July–December 2020.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"NetworkPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{ttt.quynh2020:JEC:SDR,\n  author  = {Tran Thi Thuy Quynh and Ngo Khac Hoang and Nguyen Van Ly and Nguyen Linh Trung and Nguyen Quoc Tuan and Le Vu Ha and Vo Nguyen Quoc Bao and Tran Xuan Nam and Ejder Bustug and Sylvain Azarian and M\\'erouane Debbah and Pierre Duhamel},\n  journal = {REV Journal on Electronics and Communications},\n  title   = {Network coding with multimedia transmission and cognitive networking: An implementation based on software-defined radio},\n  year    = {2020},\n  issn    = {1859-378X},\n  month   = jul #{--} # dec,\n  number  = {3--4},\n  pages   = {72-84},\n  volume  = {10},\n  url     = {https://doi.org/10.21553/rev-jec.263},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Contactless Heartbeat Detection from CW-Doppler Radar using Windowed-Singular Spectrum Analysis.\n  \n  \n  \n  \n\n\n  \n  Iwata, Y.; Ishibashi, K.; Sun, G.; Luu, M. H.; Trong, T. H.; Linh-Trung, N.;  and Trong, T. D.\n\n\n  \n\n\n\n  In Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Montréal, Québec, Canada, July 2020. \n  \n\n\n\n
\n\n\n\n  \n  \n    \"ContactlessPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{iwata2020:EMBC,\n  author       = {Yuki Iwata and Koichiro Ishibashi and Guanghao Sun and Manh Ha Luu and Thanh Han Trong and Nguyen Linh-Trung and Tuan Do Trong},\n  title        = {Contactless Heartbeat Detection from {CW}-{Doppler} Radar using Windowed-Singular Spectrum Analysis},\n  booktitle    = {{Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},\n  year         = {2020},\n  address      = {Montréal, Québec, Canada},\n  month        = jul,\n  issn         = {1094-687X},\n  url = {https://doi.org/10.1109/EMBC44109.2020.9175441},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    On the Gaussian Cramér-Rao Bound for Blind Single-Input Multiple-Output System Identification: Fast and Asymptotic Computations.\n  \n  \n  \n  \n\n\n  \n  Nait-Meziane, M.; Abed-Meraim, K.; Zhao, Z.;  and Trung, N. L.\n\n\n  \n\n\n\n  IEEE Access, 8: 166503-166512. September 2020.\n  \n\n\n\n
\n\n\n\n  \n  \n    \"OnPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@Article{nait-neziane2020:IEEEAccess:CRB,\n  author  = {Mohamed Nait-Meziane and Karim Abed-Meraim and Zhipeng Zhao and Nguyen Linh Trung},\n  journal = {IEEE Access},\n  title   = {On the {G}aussian {C}ram\\'{e}r-{R}ao Bound for Blind Single-Input Multiple-Output System Identification: Fast and Asymptotic Computations},\n  year    = {2020},\n  issn    = {2169-3536},\n  month   = sep,\n  pages   = {166503-166512},\n  volume  = {8},\n  url     = {https://doi.org/10.1109/ACCESS.2020.3022710},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  \n    Dilated residual convolutional neural networks for low-dose CT image denoising.\n  \n  \n  \n  \n\n\n  \n  Trung, N. T.; Hoan, T. D.; Trung, N. L.; Quynh, T. T. T.;  and Ha, L. M.\n\n\n  \n\n\n\n  In 16th IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Hanoi, Vietnam, December 2020. IEEE\n  \n\n\n\n
\n\n\n\n  \n  \n    \"DilatedPaper\n   \n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@InProceedings{nt.trung2020:APCCAS:denoising,\n  author       = {Nguyen Thanh Trung and Trinh Dinh Hoan and Nguyen Linh Trung and Tran Thi Thuy Quynh and Luu Manh Ha},\n  title        = {Dilated residual convolutional neural networks for low-dose {CT} image denoising},\n  booktitle    = {16th IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)},\n  year         = {2020},\n  address      = {Hanoi, Vietnam},\n  month        = dec,\n  organization = {IEEE},\n  url ={https://doi.org/10.1109/APCCAS50809.2020.9301693},\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Low-dose CT image denoising using image decomposition and sparse representation.\n  \n  \n  \n\n\n  \n  \n\n\n  \n\n\n\n  REV Journal on Electronics and Communications 9 (3-4).  2020.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  SVM-based channel estimation and data detection for massive MIMO systems with one-bit ADCs.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Nguyen, D. H.;  and Swindlehurs, A L.\n\n\n  \n\n\n\n  In ICC 2020-2020 IEEE International Conference on Communications (ICC), pages 1–6,  2020. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2020svm,\n  title={SVM-based channel estimation and data detection for massive MIMO systems with one-bit ADCs},\n  author={Nguyen, Ly V and Nguyen, Duy HN and Swindlehurs, A Lee},\n  booktitle={ICC 2020-2020 IEEE International Conference on Communications (ICC)},\n  pages={1--6},\n  year={2020},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A comprehensive survey of enabling and emerging technologies for social distancing—Part II: Emerging technologies and open issues.\n  \n  \n  \n\n\n  \n  Nguyen, C. T; Saputra, Y. M.; Van Huynh, N.; Nguyen, N.; Khoa, T. V.; Tuan, B. M.; Nguyen, D. N; Hoang, D. T.; Vu, T. X; Dutkiewicz, E.;  and others\n\n\n  \n\n\n\n  Ieee Access, 8: 154209–154236.  2020.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2020comprehensive,\n  title={A comprehensive survey of enabling and emerging technologies for social distancing—Part II: Emerging technologies and open issues},\n  author={Nguyen, Cong T and Saputra, Yuris Mulya and Van Huynh, Nguyen and Nguyen, Ngoc-Tan and Khoa, Tran Viet and Tuan, Bui Minh and Nguyen, Diep N and Hoang, Dinh Thai and Vu, Thang X and Dutkiewicz, Eryk and others},\n  journal={Ieee Access},\n  volume={8},\n  pages={154209--154236},\n  year={2020},\n  publisher={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Enabling and emerging technologies for social distancing: a comprehensive survey and open problems.\n  \n  \n  \n\n\n  \n  Nguyen, C. T; Saputra, Y. M.; Van Huynh, N.; Nguyen, N.; Khoa, T. V.; Tuan, B. M.; Nguyen, D. N; Hoang, D. T.; Vu, T. X; Dutkiewicz, E.;  and others\n\n\n  \n\n\n\n  arXiv preprint arXiv:2005.02816.  2020.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2020enabling,\n  title={Enabling and emerging technologies for social distancing: a comprehensive survey and open problems},\n  author={Nguyen, Cong T and Saputra, Yuris Mulya and Van Huynh, Nguyen and Nguyen, Ngoc-Tan and Khoa, Tran Viet and Tuan, Bui Minh and Nguyen, Diep N and Hoang, Dinh Thai and Vu, Thang X and Dutkiewicz, Eryk and others},\n  journal={arXiv preprint arXiv:2005.02816},\n  year={2020}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2019\n      \n        \n        (5)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  EEG source localization: A new multiway temporal-spatial-spectral analysis.\n  \n  \n  \n\n\n  \n  Le Thanh, X.; Le, T. T.; Trung, N. L.; Quynh, T. T. T.;  and Thuan, N. D.\n\n\n  \n\n\n\n  In 2019 NAFOSTED Conference on Information and Computer Science (NICS), pages 228–233,  2019. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2019eeg,\n  title={EEG source localization: A new multiway temporal-spatial-spectral analysis},\n  author={Le Thanh, Xuyen and Le, Trung Thanh and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Thuan, Nguyen Duc},\n  booktitle={2019 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={228--233},\n  year={2019},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  New feature selection method for multi-channel EEG epileptic spike detection system.\n  \n  \n  \n\n\n  \n  Dao, N.; Thanh, L; Viet-Dung, N; Linh-Trung, N;  and Le, H\n\n\n  \n\n\n\n  VNU Journal of Science: Computer Science and Communication Engineering, 35(2): 47.  2019.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{dao2019new,\n  title={New feature selection method for multi-channel EEG epileptic spike detection system},\n  author={Dao, NT and Thanh, L and Viet-Dung, N and Linh-Trung, N and Le, H},\n  journal={VNU Journal of Science: Computer Science and Communication Engineering},\n  volume={35},\n  number={2},\n  pages={47},\n  year={2019},\n  publisher={Vietnam National University Journal of Science}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Network coding with multimedia transmission: A software-defined-radio based implementation.\n  \n  \n  \n\n\n  \n  Quynh, T. T. T.; Khoa, T. V.; Van Nguyen, L.;  and Linh-Trung, N.\n\n\n  \n\n\n\n  In 2019 3rd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), pages 109–113,  2019. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{quynh2019network,\n  title={Network coding with multimedia transmission: A software-defined-radio based implementation},\n  author={Quynh, Tran Thi Thuy and Khoa, Tran Viet and Van Nguyen, Ly and Linh-Trung, Nguyen},\n  booktitle={2019 3rd International Conference on Recent Advances in Signal Processing, Telecommunications \\& Computing (SigTelCom)},\n  pages={109--113},\n  year={2019},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Network coding and information security in industry 4.0.\n  \n  \n  \n\n\n  \n  Tran, T. T. Q.; Nguyen, V. L.; Ngo, K. H.; Nguyen, Q. T.; Merouan, D.;  and others\n\n\n  \n\n\n\n  .  2019.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{tran2019network,\n  title={Network coding and information security in industry 4.0},\n  author={Tran, Thi Thuy Quynh and Nguyen, Van Ly and Ngo, Khac Hoang and Nguyen, Quoc Tuan and Merouan, Debbah and others},\n  year={2019}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Linear receivers for massive MIMO systems with one-bit ADCs.\n  \n  \n  \n\n\n  \n  Nguyen, L. V;  and Nguyen, D. H.\n\n\n  \n\n\n\n  arXiv preprint arXiv:1907.06664.  2019.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{nguyen2019linear,\n  title={Linear receivers for massive MIMO systems with one-bit ADCs},\n  author={Nguyen, Ly V and Nguyen, Duy HN},\n  journal={arXiv preprint arXiv:1907.06664},\n  year={2019}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2018\n      \n        \n        (5)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  Three-way tensor decompositions: A generalized minimum noise subspace based approach.\n  \n  \n  \n\n\n  \n  Thanh, L. T.; Nguyen, V.; Trung, N. L.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 8(1-2): 28–45.  2018.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{thanh2018three,\n  title={Three-way tensor decompositions: A generalized minimum noise subspace based approach},\n  author={Thanh, Le Trung and Nguyen, Viet-Dung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={REV Journal on Electronics and Communications},\n  volume={8},\n  number={1-2},\n  pages={28--45},\n  year={2018},\n  publisher={REV}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Nonnegative tensor decomposition for EEG epileptic spike detection.\n  \n  \n  \n\n\n  \n  Anh-Dao, N. T.; Le Thanh, T.; Linh-Trung, N.;  and Le, H. V.\n\n\n  \n\n\n\n  In 2018 NAFOSTED Conference on Information and Computer Science (NICS), pages 194–199,  2018. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{anh2018nonnegative,\n  title={Nonnegative tensor decomposition for EEG epileptic spike detection},\n  author={Anh-Dao, Nguyen Thi and Le Thanh, Trung and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle={2018 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={194--199},\n  year={2018},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Deep learning for epileptic spike detection.\n  \n  \n  \n\n\n  \n  Le, T. X.; Le, T. T.; Dinh, V. V.; Tran, Q. L.; Nguyen, L. T.;  and Nguyen, D. T.\n\n\n  \n\n\n\n  VNU Journal of Science: Computer Science and Communication Engineering, 33(2): 1–13.  2018.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{le2018deep,\n  title={Deep learning for epileptic spike detection},\n  author={Le, Thanh Xuyen and Le, Trung Thanh and Dinh, Van Viet and Tran, Quoc Long and Nguyen, Linh Trung and Nguyen, Duc Thuan},\n  journal={VNU Journal of Science: Computer Science and Communication Engineering},\n  volume={33},\n  number={2},\n  pages={1--13},\n  year={2018},\n  publisher={VNU}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  Learning methods for MIMO blind detection with low-resolution ADCs.\n  \n  \n  \n\n\n  \n  Nguyen, L. V; Ngo, D. T; Tran, N. H;  and Nguyen, D. H.\n\n\n  \n\n\n\n  In 2018 IEEE International Conference on Communications (ICC), pages 1–6,  2018. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{nguyen2018learning,\n  title={Learning methods for MIMO blind detection with low-resolution ADCs},\n  author={Nguyen, Ly V and Ngo, Duy T and Tran, Nghi H and Nguyen, Duy HN},\n  booktitle={2018 IEEE International Conference on Communications (ICC)},\n  pages={1--6},\n  year={2018},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A multistage system for automatic detection of epileptic spikes.\n  \n  \n  \n\n\n  \n  Anh-Dao, N. T.; Linh-Trung, N.; Van Nguyen, L.; Tran-Duc, T.; Boashash, B.;  and others\n\n\n  \n\n\n\n  REV Journal on Electronics and Communications, 8(1-2).  2018.\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@article{anh2018multistage,\n  title={A multistage system for automatic detection of epileptic spikes},\n  author={Anh-Dao, Nguyen Thi and Linh-Trung, Nguyen and Van Nguyen, Ly and Tran-Duc, Tan and Boashash, Boualem and others},\n  journal={REV Journal on Electronics and Communications},\n  volume={8},\n  number={1-2},\n  year={2018}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n  
\n    
\n       \n      2017\n      \n        \n        (3)\n        \n      \n    
\n    
\n      \n  \n  
\n  \n\n  \n  \n  \n  \n  \n  Multi-source data analysis for bike sharing systems.\n  \n  \n  \n\n\n  \n  Thu, N. T. H.; Le, T. T.; Dung, C. T. P.; Trung, N. L.;  and Le, H. V.\n\n\n  \n\n\n\n  In IEEE International Conference on Advanced Technologies for Communications (ATC 2017), pages 235–240,  2017. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{thu2017multi,\n  title={Multi-source data analysis for bike sharing systems},\n  author={Thu, Nguyen Thi Hoai and Le, Trung Thanh and Dung, Chu Thi Phuong and Trung, Nguyen Linh and Le, Ha Vu},\n  booktitle={IEEE International Conference on Advanced Technologies for Communications (ATC 2017)},\n  pages={235--240},\n  year={2017},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  On the overall ROC of multistage systems.\n  \n  \n  \n\n\n  \n  Le, T. T.; Dao, N. T. A.; Linh-Trung, N.;  and Le, H. V.\n\n\n  \n\n\n\n  In 2017 International Conference on Advanced Technologies for Communications (ATC), pages 229–234,  2017. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2017overall,\n  title={On the overall ROC of multistage systems},\n  author={Le, Trung Thanh and Dao, Nguyen Thi Anh and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle={2017 International Conference on Advanced Technologies for Communications (ATC)},\n  pages={229--234},\n  year={2017},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n  
\n  \n\n  \n  \n  \n  \n  \n  A new windowed graph Fourier transform.\n  \n  \n  \n\n\n  \n  Le Trung, T.; Linh-Trung, N.; Dung, N. V.;  and Abed-Meraim, K.\n\n\n  \n\n\n\n  In 2017 NAFOSTED Conference on Information and Computer Science (NICS), pages 150–155,  2017. IEEE\n  \n\n\n\n
\n\n\n\n  \n\n  \n\n  \n  link\n   \n  \n\n  bibtex\n    \n\n  \n\n  \n\n  \n  \n  \n  \n  \n  \n  \n\n   \n  \n  \n\n\n\n
\n  
@inproceedings{le2017new,\n  title={A new windowed graph Fourier transform},\n  author={Le Trung, Thanh and Linh-Trung, Nguyen and Dung, Nguyen Viet and Abed-Meraim, Karim},\n  booktitle={2017 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={150--155},\n  year={2017},\n  organization={IEEE}\n}\n\n\n
\n
\n\n\n\n
\n\n\n\n\n\n    
\n  
\n\n\n\n\n  
\n\n\n  \n\n  \n  \n  \n  \n\n
\n"}; document.write(bibbase_data.data);