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\n  \n 2026\n \n \n (13)\n \n \n
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\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-Meriam, K.; Trung, N. L.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n Signal Processing, 238(110113): 1-12. January 2026.\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
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@Article{lt.thanh2026:SP:MSSA,\n  author  = {Thanh Trung Le and Karim Abed-Meriam and Nguyen Linh Trung and Philippe Ravier and Olivier Buttelli and Ales Holobar},\n  title   = {Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis},\n  journal = {Signal Processing},\n  year    = {2026},\n  volume  = {238},\n  number  = {110113},\n  pages   = {1-12},\n  month   = jan,\n  doi     = {https://doi.org/10.1016/j.sigpro.2025.110113},\n  org     = {Elservier},\n}\n\n
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\n \n\n \n \n \n \n \n Synthesizing Semantic Crack Images Using Propagation Simulations and GANs.\n \n \n \n\n\n \n Hieu, L. C.; Hiep, D. T.; Lin, C.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Instrumentation & Measurement. June 2026.\n [early access]\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
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@Article{dt.hiep:TIM:crack,\n  author  = {Le Cong Hieu and Dinh Tran Hiep and Chin-Teng Lin and Nguyen Linh Trung},\n  title   = {Synthesizing Semantic Crack Images Using Propagation Simulations and {GANs}},\n  journal = {IEEE Transactions on Instrumentation \\& Measurement},\n  year    = {2026},\n  month   = jun,\n  issn    = {0018-9456},\n  note    = {[early access]},\n  doi     = {https://doi.org/10.1109/TIM.2026.3704225},\n}\n\n
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\n \n\n \n \n \n \n \n Channel Estimation and 3D Near-Field Localization for Extremely Large Antenna Arrays.\n \n \n \n\n\n \n Guellil, R.; Abed-Meraim, K.; Belouchrani, A.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Wireless Communications, 25. May 2026.\n [early access]\n\n\n\n
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@Article{karim2026:TWCom:channel,\n  author  = {Rafik Guellil and Karim Abed-Meraim and Adel Belouchrani and Nguyen Linh Trung},\n  title   = {Channel Estimation and {3D} Near-Field Localization for Extremely Large Antenna Arrays},\n  journal = {IEEE Transactions on Wireless Communications},\n  year    = {2026},\n  volume  = {25},\n  month   = may,\n  issn    = {1536-1276, 1558-2248},\n  note    = {[early access]},\n  doi     = {https://doi.org/10.1109/TWC.2026.3689640},\n}\n\n
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\n \n\n \n \n \n \n \n Deep Learning-Driven Friendly Jamming for Secure Multicarrier ISAC Under Channel Uncertainty.\n \n \n \n\n\n \n Tuan, B. M.; Nguyen, V.; Nguyen, D. N.; Trung, N. L.; Huynh, N. V.; Hoang, D. T.; Krunz, M.; and Dutkiewicz, E.\n\n\n \n\n\n\n IEEE Transactions on Communications. March 2026.\n [early access]\n\n\n\n
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@Article{bm.tuan2025:TCom:security,\n  author  = {Bui Minh Tuan and Van-Dinh Nguyen and Diep N. Nguyen and Nguyen Linh Trung and Nguyen Van Huynh and Dinh Thai Hoang and Marwan Krunz and Eryk Dutkiewicz},\n  title   = {Deep Learning-Driven Friendly Jamming for Secure Multicarrier {ISAC} Under Channel Uncertainty},\n  journal = {IEEE Transactions on Communications},\n  year    = {2026},\n  month   = mar,\n  note    = {[early access]},\n  doi     = {https://doi.org//10.1109/TCOMM.2026.3675471},\n}\n\n
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\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), 53: 1139-1154. January 2026.\n \n\n\n\n
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@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  title   = {Comparative evaluation of graph construction methods for individual brain metabolic network from {FDG-PET} images: an {ADNI} study in healthy subjects},\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI)},\n  year    = {2026},\n  volume  = {53},\n  pages   = {1139-1154},\n  month   = jan,\n  doi     = {https://doi.org/10.1007/s00259-025-07462-1},\n  org     = {Elservier},\n}\n\n
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\n \n\n \n \n \n \n \n Non-contact Beat-to-Beat Pulse Interval Estimation from Radial Artery Micro-Movements Using mmWave Radar.\n \n \n \n\n\n \n Tiep, V. T.; Yen, H. T.; Tuyen, N. T.; Takeo, M.; Trung, N. L.; and Sun, G.\n\n\n \n\n\n\n REV Journal on Electronics and Communications. 2026.\n [early access]\n\n\n\n
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@Article{ht.yen2026:JEC:radar,\n  author  = {Vuong Tri Tiep and Hoang Thi Yen and Nguyen Trong Tuyen and Masaki Takeo and Nguyen Linh Trung and Guanghao Sun},\n  title   = {Non-contact Beat-to-Beat Pulse Interval Estimation from Radial Artery Micro-Movements Using {mmWave} Radar},\n  journal = {REV Journal on Electronics and Communications},\n  year    = {2026},\n  issn    = {1859-378X},\n  note    = {[early access]},\n  doi     = {http://dx.doi.org/10.21553/rev-jec.449},\n}\n\n
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\n \n\n \n \n \n \n \n Ray-Tracing Channel Models for Near-Field Communication.\n \n \n \n\n\n \n Khang, N. T.; Son, D. H.; Duy, T. T.; Thanh, L. T.; Quynh, T. T. T.; Abed-Meraim, K.; Debbah, M.; and Trung, N. L.\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering. 2026.\n [early access]\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{nt.khang2026:JCSCE:NFC,\n  author  = {Nguyen The Khang and Do Hai Son and Tran Trong Duy and Le Trung Thanh and Tran Thi Thuy Quynh and Karim Abed-Meraim and Merouane Debbah and Nguyen Linh Trung},\n  title   = {Ray-Tracing Channel Models for Near-Field Communication},\n  journal = {VNU Journal of Science: Computer Science and Communication Engineering},\n  year    = {2026},\n  issn    = {2588-1086},\n  note    = {[early access]},\n  doi     = {https://doi.org/10.25073/2588-1086/vnucsce.7077},\n}\n\n
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\n \n\n \n \n \n \n \n TR-ADMM: An inexact ADMM based robust tensor ring decomposition for video foreground detection.\n \n \n \n\n\n \n To, N. H.; LE, T. T.; Nguyen, V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 34th European Signal Processing Conference (EUSIPCO), Bruges, Belgium, 31 August - 4 September 2026. 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{lt.thanh2026:EUSIPCO:Trinet,\n  author       = {Ngoc Hai To and Thanh Trung LE and Viet-Dung Nguyen and Nguyen Linh Trung and Karim Abed-Meraim},\n  title        = {{TR-ADMM}: An inexact {ADMM} based robust tensor ring decomposition for video foreground detection},\n  booktitle    = {34th European Signal Processing Conference (EUSIPCO)},\n  year         = {2026},\n  address      = {Bruges, Belgium},\n  month        = {31~} # aug #{~-~4~} # sep,\n  organization = {EURASIP},\n}\n\n
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\n \n\n \n \n \n \n \n Deep Learning-Driven Friendly Jamming for Secure ISAC Under Channel Uncertainty.\n \n \n \n\n\n \n Tuan, B. M.; Nguyen, V.; Nguyen, D. N.; Trung, N. L.; Huynh, N. V.; Hoang, D. T.; Krunz, M.; and Dutkiewicz, E.\n\n\n \n\n\n\n In IEEE International Conference on Communications (ICC), Glascow, UK, 24–28 May 2026. \n \n\n\n\n
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\n 
@InProceedings{bm.tuan2026:ICC:ISAC,\n  author    = {Bui Minh Tuan and Van-Dinh Nguyen and Diep N. Nguyen and Nguyen Linh Trung and Nguyen Van Huynh and Dinh Thai Hoang and Marwan Krunz and Eryk Dutkiewicz},\n  title     = {Deep Learning-Driven Friendly Jamming for Secure {ISAC} Under Channel Uncertainty},\n  booktitle = {IEEE International Conference on Communications (ICC)},\n  year      = {2026},\n  address   = {Glascow, UK},\n  month     = {24--28~} # may,\n}\n\n
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\n \n\n \n \n \n \n \n Fast and Robust Triple Tensor Decomposition With Data Corruption.\n \n \n \n\n\n \n Dang, N. Q.; Nhat, D. M.; Thanh, L. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 4–8 May 2026. \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{lt.thanh:ICASSP2026:tripple-tensor,\n  author    = {Nguyen Quy Dang and Do Minh Nhat and Le Trung Thanh and Nguyen Linh Trung and Karim Abed-Meraim},\n  title     = {Fast and Robust Triple Tensor Decomposition With Data Corruption},\n  booktitle = {2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},\n  year      = {2026},\n  address   = {Barcelona, Spain},\n  month     = {4--8~} # may,\n  doi       = {https://doi.org/10.1109/ICASSP55912.2026.11463179},\n}\n\n
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\n \n\n \n \n \n \n \n TRINET: A novel and memory-efficient tensor network for higher-order tensor decomposition.\n \n \n \n\n\n \n Lan, N. T. N.; Thanh, L. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 4–8 May 2026. \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
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@InProceedings{lt.thanh:ICASSP2026:trinet,\n  author    = {Nguyen Thi Ngoc Lan and Le Trung Thanh and Nguyen Linh Trung and Karim Abed-Meraim},\n  title     = {{TRINET}: A novel and memory-efficient tensor network for higher-order tensor decomposition},\n  booktitle = {2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},\n  year      = {2026},\n  address   = {Barcelona, Spain},\n  month     = {4--8~} # may,\n  doi       = {https://10.1109/ICASSP55912.2026.11461780},\n}\n\n
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\n \n\n \n \n \n \n \n RE-LL1: An Effective Regularized $(L,L,1)$-Tensor Decomposition Method For Video Background Modeling and Foreground Separation.\n \n \n \n\n\n \n Dang, N. Q.; Thanh, L. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 4–8 May 2026. \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
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@InProceedings{lt.thanh:ICASSP2026:LL1,\n  author    = {Nguyen Quy Dang and Le Trung Thanh and Nguyen Linh Trung and Karim Abed-Meraim},\n  title     = {{RE-LL1}: An Effective Regularized $(L,L,1)$-Tensor Decomposition Method For Video Background Modeling and Foreground Separation},\n  booktitle = {2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},\n  year      = {2026},\n  address   = {Barcelona, Spain},\n  month     = {4--8~} # may,\n  doi       = {https://doi.org/10.1109/ICASSP55912.2026.11460481},\n}\n\n
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\n \n\n \n \n \n \n \n Feature Aggregation for Alzheimer's Disease Diagnosis Using FDG-PET Images: The Potential of Graph-Based Methods.\n \n \n \n\n\n \n Tuan, P. M.; Wojak, J.; Adel, M.; Guedj, E.; and Trung, N. L.\n\n\n \n\n\n\n In 2026 IEEE International Symposium on Biomedical Imaging (ISBI), London, United Kingdom, 8–11 April 2026. \n \n\n\n\n
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@InProceedings{pm.tuan:ISBI2026:Alzheimer,\n  author    = {Pham Minh Tuan and Julien Wojak and Mouloud Adel and Eric Guedj and Nguyen Linh Trung},\n  title     = {Feature Aggregation for Alzheimer's Disease Diagnosis Using FDG-PET Images: The Potential of Graph-Based Methods},\n  booktitle = {2026 IEEE International Symposium on Biomedical Imaging (ISBI)},\n  year      = {2026},\n  address   = {London, United Kingdom},\n  month     = {8--11~} # apr,\n  doi       = {https://doi.org/10.1109/ISBI61048.2026.11515914},\n}\n
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\n  \n 2025\n \n \n (20)\n \n \n
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\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
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@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
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\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 Tuan, B. M.; Nguyen, D. N.; Trung, N. L.; Nguyen, V.; Huynh, N. V.; Hoang, D. T.; Krunz, M.; and Dutkiewicz, E.\n\n\n \n\n\n\n IEEE Internet of Things Journal, 12(11): 16009 - 16022. March 2025.\n \n\n\n\n
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@Article{bm.tuan2025:IOTJ:security,\n  author  = {Bui Minh Tuan and Diep N. Nguyen and Nguyen Linh Trung and Van-Dinh Nguyen and Nguyen Van Huynh and Dinh Thai Hoang and Marwan Krunz and Eryk Dutkiewicz},\n  title   = {Securing {MIMO} Wiretap Channel with Learning-Based Friendly Jamming under Imperfect {CSI}},\n  journal = {IEEE Internet of Things Journal},\n  year    = {2025},\n  volume  = {12},\n  number  = {11},\n  pages   = {16009 - 16022},\n  month   = mar,\n  issn    = {2327-4662},\n  doi     = {https://doi.org/10.1109/JIOT.2025.3536702},\n}\n\n
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\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
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@InProceedings{tt.duy2025:ICC:fake,\n  author       = {Tran Trong Duy and Maxime Ferreira Da Costa and Nguyen Linh Trung},\n  title        = {Physical Layer Location Privacy in {SIMO} Communication Using Fake Path Injection},\n  booktitle    = {IEEE International Conference on Communications (ICC)},\n  year         = {2025},\n  address      = {Montreal, Canada},\n  month        = jun,\n  organization = {IEEE},\n  doi          = {https://doi.org/10.1109/ICCWorkshops67674.2025.11162146},\n}\n\n\n\n
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\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
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@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
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\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.; Nguyen, C.; Hoang, D. T.; Nguyen, D. N.; Quynh, T. T. T.; Hoang, 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, 12: 4290 - 4306. November 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
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@Article{tv.khoa:TCCN:collaborative,\n  author  = {Tran Viet Khoa and Do Hai Son and Chi-Hieu Nguyen and Dinh Thai Hoang and Diep N. Nguyen and Tran Thi Thuy Quynh and Trong-Minh Hoang and Nguyen Viet Ha and Eryk Dutkiewicz and Mohammad Abu Alsheikh and Nguyen Linh Trung},\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  volume  = {12},\n  pages   = {4290 - 4306},\n  month   = nov,\n  issn    = {2332-7731},\n  doi     = {https://doi.org/10.1109/TCCN.2025.3637274},\n}\n\n
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\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 Lawal, A.; Abed-Meraim, K.; Zerguine, A.; Trung, N. L.; and Aliyu, K. N.\n\n\n \n\n\n\n IEEE Access, 13: 89108-89117. May 2025.\n \n\n\n\n
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@Article{kam:Access:nonlinear,\n  author  = {Abdulmajid Lawal and Karim Abed-Meraim and Azzedine Zerguine and Nguyen Linh Trung and Kabiru N. Aliyu},\n  title   = {Low-Cost Blind and Semi-Blind Equalizers for Nonlinear {SIMO} Systems},\n  journal = {IEEE Access},\n  year    = {2025},\n  volume  = {13},\n  pages   = {89108-89117},\n  month   = may,\n  doi     = {https://doi.org/10.1109/ACCESS.2025.3571195},\n}\n\n
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\n \n\n \n \n \n \n \n Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel.\n \n \n \n\n\n \n Tuan, B. M.; Nguyen, D. N.; Trung, N. L.; Nguyen, V.; Huynh, N. V.; Hoang, D. T.; Krunz, M.; and Dutkiewicz, E.\n\n\n \n\n\n\n In IEEE International Conference on Communications (ICC), Montreal, Canada, June 2025. IEEE\n \n\n\n\n
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@InProceedings{bm.tuan2025:ICC:security,\n  author       = {Bui Minh Tuan and Diep N. Nguyen and Nguyen Linh Trung and Van-Dinh Nguyen and Nguyen Van Huynh and Dinh Thai Hoang and Marwan Krunz and Eryk Dutkiewicz},\n  title        = {Securing {MIMO} Wiretap Channel With {DDPG}-Based Friendly Jamming Under Non-Differentiable Channel},\n  booktitle    = {IEEE International Conference on Communications (ICC)},\n  year         = {2025},\n  address      = {Montreal, Canada},\n  month        = jun,\n  organization = {IEEE},\n  doi          = {https://doi.org/10.1109/ICCWorkshops67674.2025.11162437},\n}\n\n\n\n
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\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
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@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
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\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
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@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
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\n \n\n \n \n \n \n \n Random Signal Processing.\n \n \n \n\n\n \n Nguyen Linh Trung; and Huynh Huu Tue\n\n\n \n\n\n\n Vietnam National University, Hanoi, 2025.\n [Textbook, in Vietnamese]\n\n\n\n
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@Book{nl.trung2024:book:RSP,\n  author      = {{Nguyen Linh Trung} and {Huynh Huu Tue}},\n  publisher   = {Vietnam National University, Hanoi},\n  title       = {{Random Signal Processing}},\n  year        = {2025},\n  note        = {[Textbook, in Vietnamese]},\n  institution = {Vietnam National University, Hanoi},\n}\n\n
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\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
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@InProceedings{kam2025:EUSIPCO:Optical,\n  author       = {Kabiru Nasiru Aliyu and Azzedine Zerguine and Karim Abed-Meraim and Nguyen Linh Trung},\n  title        = {Semi-blind {DFE} for {MIMO} Optical Communications},\n  booktitle    = {33th European Signal Processing Conference (EUSIPCO)},\n  year         = {2025},\n  address      = {Palermo, Italy},\n  month        = sep,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63237.2025.11226161},\n}\n\n
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\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
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@InProceedings{tt.duy2025:Globecom:scheduling,\n  author    = {Tran Trong Duy and Maxime Ferreira Da Costa and Salah Eddine Elayoubi and Nguyen Linh Trung},\n  title     = {Goal-Oriented Resource Allocation and Scheduling for Integrated Sensing and Communications},\n  booktitle = {2025 IEEE Global Communications Conference (GLOBECOM)},\n  year      = {2025},\n  address   = {Taipei, Taiwan},\n  month     = dec,\n  doi       = {https://doi.org/10.1109/GLOBECOM59602.2025.11432637},\n}\n\n
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\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
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@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  title     = {Fisher Information-based Metrics for Representation Learning},\n  booktitle = {2025 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year      = {2025},\n  address   = {Singapore},\n  month     = oct,\n  doi       = {https://doi.org/10.1109/APSIPAASC65261.2025.11249166},\n}\n\n
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\n \n\n \n \n \n \n \n FlowEKF: Flow-based Extended Kalman Filter.\n \n \n \n\n\n \n Anh, P. H.; Duy, T. T.; Son, D. H.; Abed-Meraim, K.; 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
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@InProceedings{ph.anh2025:APSIPA:flow,\n  author    = {Pham Hai Anh and Tran Trong Duy and Do Hai Son and Karim Abed-Meraim and Nguyen Linh Trung},\n  title     = {{FlowEKF}: Flow-based Extended {Kalman} Filter},\n  booktitle = {2025 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year      = {2025},\n  address   = {Singapore},\n  month     = oct,\n  doi       = {https://doi.org/10.1109/APSIPAASC65261.2025.11249365},\n}\n\n
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\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 Pham, T. M.; Wojak, J.; Adel, M.; Parlak, B.; Trung, N. L.; and Guedj, E.\n\n\n \n\n\n\n In 14th International Conference on Image Processing Theory, Tools and Applications (IPTA), Istanbul, Turkey, October 2025. \n \n\n\n\n
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@InProceedings{pm.tuan:IPTA2025:dynamic,\n  author    = {Tuan Minh Pham and Julien Wojak and Mouloud Adel and Burak Parlak and Nguyen Linh Trung and Eric Guedj},\n  title     = {Does Brain Network Construction Choice Matter? An Empirical Study of Individual Networks from Static {FDG-PET} for {Alzheimer}’s Diagnosis},\n  booktitle = {14th International Conference on Image Processing Theory, Tools and Applications (IPTA)},\n  year      = {2025},\n  address   = {Istanbul, Turkey},\n  month     = oct,\n  doi       = {https://doi.org/10.1109/IPTA66025.2025.11222050},\n}\n\n
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\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
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@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  title   = {{FDG-PET}-Based Brain Network Analysis: A Brief Review of Metabolic Connectivity},\n  journal = {European Journal of Nuclear Medicine and Molecular Imaging Reports (EJNMMI Reports)},\n  year    = {2025},\n  volume  = {9},\n  number  = {4},\n  pages   = {1-28},\n  month   = jan,\n  doi     = {https://doi.org/10.1186/s41824-024-00232-6},\n  org     = {Elservier},\n}\n\n
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\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.; Alem, Y. F.; Minh, H. T.; Quynh, T. T. T.; Ha, N. V.; and Trung, N. L.\n\n\n \n\n\n\n In 24th International Symposium on Communications and Information Technologies (ISCIT), Hanoi, Vietnam, October 2025. \n \n\n\n\n
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@InProceedings{dh.son:ISCIT2025:vision,\n  author    = {Do Hai Son and Le Vu Hieu and Tran Viet Khoa and Yibeltal F. Alem and Hoang Trong Minh and Tran Thi Thuy Quynh and Nguyen Viet Ha and Nguyen Linh Trung},\n  title     = {Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions},\n  booktitle = {24th International Symposium on Communications and Information Technologies (ISCIT)},\n  year      = {2025},\n  address   = {Hanoi, Vietnam},\n  month     = oct,\n  doi       = {https://doi.org/10.1109/ISCIT67082.2025.11231741},\n}\n\n
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\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.; Nguyen, H.; Son, N. T. N. L. D. H.; Quynh, T. T. T.; Trung, N. L.; Abed-Meraim, K.; and Le, T. T.\n\n\n \n\n\n\n In 24th International Symposium on Communications and Information Technologies (ISCIT), Hanoi, Vietnam, October 2025. \n \n\n\n\n
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@InProceedings{lt.thanh:ISCIT2025:robust,\n  author    = {Ta Giang Thuy Loan and Hoang-Lan Nguyen and Nguyen Thi Ngoc Lan Do Hai Son and Tran Thi Thuy Quynh and Nguyen Linh Trung and Karim Abed-Meraim and Thanh Trung Le},\n  title     = {Robust Sparse Subspace Tracking from Corrupted Data Observations},\n  booktitle = {24th International Symposium on Communications and Information Technologies (ISCIT)},\n  year      = {2025},\n  address   = {Hanoi, Vietnam},\n  month     = oct,\n  doi       = {https://doi.org/10.1109/ISCIT67082.2025.11231466},\n}\n\n\n\n
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\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
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@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
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\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
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@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  title     = {{PDD-FANs}: Personalized Decentralized Federated Adversarial Networks with Defense Mechanism in Non-{IID} Setting},\n  booktitle = {2025 IEEE 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)},\n  year      = {2025},\n  address   = {Guizhou, China},\n  month     = nov,\n  doi       = {https://doi.org/10.1109/Trustcom66490.2025.00152},\n}\n\n
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\n  \n 2024\n \n \n (19)\n \n \n
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\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 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
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@Article{lt.thanh2024:TrSP:OPIT,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title   = {{OPIT}: A Simple and Effective Method for Sparse Subspace Tracking in High-dimension and Low-sample-size Context},\n  journal = {IEEE Transactions on Signal Processing},\n  year    = {2024},\n  volume  = {72},\n  pages   = {521--534},\n  month   = jan,\n  issn    = {1053-587X},\n  doi     = {https://doi.org/10.1109/TSP.2023.3349070},\n}\n\n
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\n \n\n \n \n \n \n \n Collaborative Learning for Cyberattack Detection in 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.; Ha, N. V.; Nguyen, D. N; and Dutkiewicz, E.\n\n\n \n\n\n\n IEEE Transactions on Systems, Man, Cybernetics: Systems, 54(7): 3920-3933. July 2024.\n \n\n\n\n
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@Article{tv.khoa2023:SCMA:security,\n  author  = {Tran Viet Khoa and Do Hai Son and Dinh Thai Hoang and Nguyen Linh Trung and Tran Thi Thuy Quynh and Nguyen Viet Ha and Diep N Nguyen and Eryk Dutkiewicz},\n  title   = {Collaborative Learning for Cyberattack Detection in Blockchain Networks},\n  journal = {IEEE Transactions on Systems, Man, Cybernetics: Systems},\n  year    = {2024},\n  volume  = {54},\n  number  = {7},\n  pages   = {3920-3933},\n  month   = jul,\n  issn    = {2168-2216},\n  doi     = {https://doi.org/10.1109/TSMC.2024.3374280},\n}\n\n
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\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 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
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@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  title   = {Cascaded Thinning in Upscale and Downscale Representation for {EEG} Signal Processing},\n  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},\n  year    = {2024},\n  volume  = {32},\n  number  = {10},\n  pages   = {3677-3688},\n  month   = oct,\n  issn    = {1534-4320},\n  doi     = {https://doi.org/10.1109/TNSRE.2024.3465515},\n}\n\n
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\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, A. Q.; Pham, L. X.; van Walsum, T.; Dao, H. V.; Le, L. T.; Franklin, D.; Moelker, A.; Le, H. V.; Trung, N. L.; and Ha, L. M.\n\n\n \n\n\n\n Medical Physics, 51(12): 8882-8889. December 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
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@Article{lq.anh2024:MP:precise,\n  author  = {Anh Quoc Le and Loc Xuan Pham and Theo van Walsum and Hang Viet Dao and Linh Tuan Le and Daniel Franklin and Adriaan Moelker and Ha Vu Le and Nguyen Linh Trung and Luu Manh Ha},\n  title   = {Precise Ablation Zone Segmentation on {CT} Images after Liver Cancer Ablation using Semi-automatic {CNN}-based Segmentation},\n  journal = {Medical Physics},\n  year    = {2024},\n  volume  = {51},\n  number  = {12},\n  pages   = {8882-8889},\n  month   = dec,\n  doi     = {https://doi.org/10.1002/mp.17373},\n}\n\n
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\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.; Ha, N. V.; Nguyen, D. N; and Dutkiewicz, E.\n\n\n \n\n\n\n In IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, April 2024. \n \n\n\n\n
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@InProceedings{tv.khoa2024:WCNC:blockchain,\n  author    = {Tran Viet Khoa and Do Hai Son and Dinh Thai Hoang and Nguyen Linh Trung and Tran Thi Thuy Quynh and Nguyen Viet Ha and Diep N Nguyen and Eryk Dutkiewicz},\n  title     = {Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks},\n  booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},\n  year      = {2024},\n  address   = {Dubai, United Arab Emirates},\n  month     = apr,\n  doi       = {https://doi.org/10.1109/TSMC.2024.3374280},\n}\n\n
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\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 Rekik, O.; Aliyu, K. N.; Tuan, B. M.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Wireless Communications, 23(8): 10247-10257. August 2024.\n \n\n\n\n
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@Article{rekik2024:TWC:fast,\n  author  = {Ouahbi Rekik and Kabiru Nasiru Aliyu and Bui Minh Tuan and Karim Abed-Meraim and Nguyen Linh Trung},\n  title   = {Fast Subspace-based Blind and Semi-Blind Channel Estimation for {MIMO-OFDM} Systems},\n  journal = {IEEE Transactions on Wireless Communications},\n  year    = {2024},\n  volume  = {23},\n  number  = {8},\n  pages   = {10247-10257},\n  month   = aug,\n  issn    = {1536-1276},\n  doi     = {https:/doi.org/10.1109/TWC.2024.3370720},\n}\n\n
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\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 Thanh, L. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Signal Processing,109297. March 2024.\n \n\n\n\n
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@Article{lt.thanh2024:SP:streaming,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title   = {A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations},\n  journal = {Signal Processing},\n  year    = {2024},\n  pages   = {109297},\n  month   = mar,\n  issn    = {0165-1684},\n  doi     = {https://doi.org/10.1016/j.sigpro.2023.109297},\n  vol     = {216},\n}\n\n
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\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 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 1441-1445, Lyon, France, August 2024. EURASIP\n \n\n\n\n
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@InProceedings{pm.tuan2024:EUSIPCO:individual,\n  author       = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title        = {Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from {FDG-PET} Images: Application to {Alzheimer's} Disease Diagnosis},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  year         = {2024},\n  pages        = {1441-1445},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63174.2024.10714992},\n  issn         = {2076-1465},\n}\n\n
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\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.; Schependom, J. V.; Trung, N. L.; and Nagels, G.\n\n\n \n\n\n\n In 32nd European Signal Processing Conference (EUSIPCO), pages 1446-1450, Lyon, France, August 2024. EURASIP\n \n\n\n\n
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@InProceedings{nd.kien2024:EUSIPCO:nonaperiodic,\n  author       = {Nguyen Duc Kien and Fahimeh Akbarian and Jorne Laton and Sebastiaan Engelborghs and Jeroen Van Schependom and Nguyen Linh Trung and Guy Nagels},\n  title        = {Value of Periodic and Aperiodic {EEG} Components to Detect Cognitive Deterioration},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  year         = {2024},\n  pages        = {1446-1450},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63174.2024.10715238},\n  issn         = {2076-1465},\n}\n\n
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\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 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
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@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  doi     = {https://doi.org/10.21553/rev-jec.374},\n}\n\n
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\n \n\n \n \n \n \n \n Tensor kernel learning for classification of Alzheimer's conditions based on 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 Chen, O. C.\n\n\n \n\n\n\n In 7th International Conference on Multimedia Analysis and Pattern Recognition (MAPR), Danang, Vietnam, 14–15 August 2024. \n \n\n\n\n
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@InProceedings{vd.thanh2024:MAPR:tensor,\n  author    = {Vu Duy Thanh and Trung Thanh Le and Pham Minh Tuan and Nguyen Linh Trung and Karim Abed-Meraim and Mouloud Adel and Nguyen Viet Dung and Nguyen Thanh Trung and Dinh Doan Long and Oliver C. Chen},\n  title     = {Tensor kernel learning for classification of {Alzheimer}'s conditions based on multimodal data},\n  booktitle = {7th International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n  year      = {2024},\n  address   = {Danang, Vietnam},\n  month     = {14--15~} # aug,\n  doi       = {https://doi.org/10.1109/MAPR63514.2024.10661014},\n  issn      = {2770-6850},\n}\n\n
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\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 32nd European Signal Processing Conference (EUSIPCO), pages 1461-1465, Lyon, France, August 2024. EURASIP\n \n\n\n\n
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@InProceedings{pm.tuan2024:EUSIPCO:graph,\n  author       = {Pham Minh Tuan and Mouloud Adel and Nguyen Linh Trung and Eric Guedj},\n  title        = {Enhancing Depression Diagnosis Using {FDG-PET} Images with HyperGraphs},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  year         = {2024},\n  pages        = {1461-1465},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63174.2024.10715015},\n  issn         = {2076-1465},\n}\n\n
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\n \n\n \n \n \n \n \n Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis.\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 32nd European Signal Processing Conference (EUSIPCO), pages 1337-1341, Lyon, France, August 2024. EURASIP\n \n\n\n\n
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@InProceedings{lt.thanh2024:EUSIPCO:HOSS,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung},\n  title        = {Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  year         = {2024},\n  pages        = {1337-1341},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63174.2024.10715293},\n  issn         = {2076-1465},\n}\n\n
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\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 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
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@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  title        = {IMPACT OF A VISION-BASED SMOOTHING FILTER ON SCHIZOPHRENIA CLASSIFICATION},\n  booktitle    = {32nd European Signal Processing Conference (EUSIPCO)},\n  year         = {2024},\n  address      = {Lyon, France},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO63174.2024.10715234},\n  issn         = {2076-1465},\n}\n\n
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\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 \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 \"Multi-scalePaper\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
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@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  url     = {https://izlik.org/JA43JP72EH},\n}\n\n
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\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
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@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  doi       = {https://doi.org/10.34385/proc.92.B3L-B1},\n}\n\n
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\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), Macau, China, 3–6 December 2024. \n \n\n\n\n
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@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,\n  doi       = {https://doi.org/10.1109/APSIPAASC63619.2025.10848822},\n  issn      = {2640-009X},\n}\n\n
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\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 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
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@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  doi       = {https://doi.org/10.1109/APSIPAASC63619.2025.10849078},\n  issn      = {2640-009X},\n}\n\n
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\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 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 2024 23rd International Symposium on Communications and Information Technologies (ISCIT), pages 140–145, 2024. IEEE\n \n\n\n\n
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@InProceedings{dh.son2024:ISCIT:semi,\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 Le Quang Minh},\n  title        = {Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains},\n  booktitle    = {2024 23rd International Symposium on Communications and Information Technologies (ISCIT)},\n  year         = {2024},\n  pages        = {140--145},\n  organization = {IEEE},\n  doi          = {https://doi.org/10.1109/ISCIT63075.2024.10793673},\n}\n\n
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\n  \n 2023\n \n \n (12)\n \n \n
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\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 Thanh, L. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Patterns, 4: 100759. June 2023.\n \n\n\n\n
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@Article{lt.thanh2023:Patterns:t-LRA,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title   = {Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors},\n  journal = {Patterns},\n  year    = {2023},\n  volume  = {4},\n  pages   = {100759},\n  month   = jun,\n  issn    = {2666-3899},\n  doi     = {https://doi.org/10.1016/j.patter.2023.100759},\n  issue   = {6},\n}\n\n
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\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 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
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@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  title   = {Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in {IoT} Networks},\n  journal = {IEEE Internet of Things Journal},\n  year    = {2023},\n  volume  = {10},\n  number  = {10},\n  pages   = {8578-8589},\n  month   = may,\n  issn    = {2327-4662},\n  doi     = {https://doi.org/10.1109/JIOT.2022.3202029},\n}\n\n
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\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 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 \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
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@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  volume  = {72},\n  number  = {10},\n  pages   = {1-15},\n  month   = oct,\n  issn    = {0018-9456},\n  doi     = {https://doi.org/10.1109/TIM.2023.3328076},\n}\n\n
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\n \n\n \n \n \n \n \n A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition.\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 Knowledge and Data Engineering, 35(11): 10897–10921. November 2023.\n \n\n\n\n
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@Article{lt.thanh2023:TrKDE:survey,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title   = {A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition},\n  journal = {IEEE Transactions on Knowledge and Data Engineering},\n  year    = {2023},\n  volume  = {35},\n  number  = {11},\n  pages   = {10897--10921},\n  month   = nov,\n  issn    = {1558-2191},\n  doi     = {https://doi.org/10.1109/TKDE.2022.3230874},\n}\n\n
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\n \n\n \n \n \n \n \n Fisher information estimation using neural networks.\n \n \n \n\n\n \n Duy, T. T.; Ly, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n REV Journal on Electronics and Communications, 13(1–2): 1–10. January–June 2023.\n \n\n\n\n
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@Article{tt.duy2023:JEC:FINE,\n  author  = {Tran Trong Duy and Nguyen Van Ly and Nguyen Linh Trung and Karim Abed-Meraim},\n  title   = {Fisher information estimation using neural networks},\n  journal = {REV Journal on Electronics and Communications},\n  year    = {2023},\n  volume  = {13},\n  number  = {1--2},\n  pages   = {1--10},\n  month   = jan #{--} # jun,\n  issn    = {1859-378X},\n  doi     = {https://doi.org/10.21553/rev-jec.322},\n}\n\n
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\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 Nonrigid Registration.\n \n \n \n\n\n \n Luu, H. M.; 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. May 2023.\n \n\n\n\n
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@Article{lm.ha2023liver,\n  author  = {Ha Manh 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},\n  title   = {Quantification of Liver-Lung Shunt Fraction on {3D SPECT/CT} Images for Selective Internal Radiation Therapy of Liver Cancer using {CNN}-based Segmentations and Nonrigid Registration},\n  journal = {Computer Methods and Programs in Biomedicine},\n  year    = {2023},\n  volume  = {233},\n  pages   = {107453},\n  month   = may,\n  issn    = {0169-2607},\n  doi     = {https://doi.org/10.1016/j.cmpb.2023.107453},\n}\n\n
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\n \n\n \n \n \n \n \n Extended Upscale and Downscale Representation with Cascade Arrangement.\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
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@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  doi          = {https://doi.org/10.1109/SSP53291.2023.10207993},\n}\n\n
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\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 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
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@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  doi          = {https://doi.org/10.1109/SSP53291.2023.10207951},\n}\n\n
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\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 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
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@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  doi          = {https://doi.org/10.1109/SSP53291.2023.10208072},\n}\n\n
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\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 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
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@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  doi       = {https://doi.org/10.1109/IPTA59101.2023.10320083},\n}\n\n
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\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 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC), Taipei, Taiwan, November 2023. \n \n\n\n\n
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@InProceedings{dh.son:APSIPA:semiblind,\n  author    = {Do Hai Son and Karim Abed-Meraim and Tran Trong Duy and Nguyen Linh Trung and Tran Thi Thuy Quynh},\n  title     = {On the Semi-Blind Mutually Referenced Equalizers for {MIMO} Systems},\n  booktitle = {2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year      = {2023},\n  address   = {Taipei, Taiwan},\n  month     = nov,\n  doi       = {https://doi.org/10.1109/APSIPAASC58517.2023.10317233},\n}\n\n
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\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.; Trung, N. L.; Quynh, T. T. T.; Ha, N. V.; Hoa, N. N.; 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. July–December 2023.\n \n\n\n\n
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@Article{bm.tuan2023:JEC:security,\n  author  = {Bui Minh Tuan and Tran Viet Khoa and Do Hai Son and Nguyen Linh Trung and Tran Thi Thuy Quynh and Nguyen Viet Ha and Nguyen Ngoc Hoa and Nguyen Dai Tho and Le Quang Minh},\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  year    = {2023},\n  volume  = {13},\n  number  = {3--4},\n  pages   = {28--44},\n  month   = jul #{--} # dec,\n  issn    = {1859-378X},\n  doi     = {https://doi.org/10.21553/rev-jec.323},\n}\n\n
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\n  \n 2022\n \n \n (12)\n \n \n
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\n \n\n \n \n \n \n \n Robust Tensor Tracking with Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis.\n \n \n \n\n\n \n Thanh, L. T.; Abed-Meraim, K.; Hafiane, A.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 70: 4305–4320. August 2022.\n \n\n\n\n
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@Article{lt.thanh2022:TrSP:RobustACP,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Adel Hafiane and Nguyen Linh Trung},\n  title   = {Robust Tensor Tracking with Missing Data and Outliers: Novel Adaptive {CP} Decomposition and Convergence Analysis},\n  journal = {IEEE Transactions on Signal Processing},\n  year    = {2022},\n  volume  = {70},\n  pages   = {4305--4320},\n  month   = aug,\n  issn    = {1053-587X},\n  doi     = {https://doi.org/10.1109/TSP.2022.3201640},\n}\n\n
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\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 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
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@InProceedings{lt.thanh2022:EUSIPCO:ATT,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title        = {Robust tensor tracking with missing data under tensor-train format},\n  booktitle    = {30th European Signal Processing Conference (EUSIPCO)},\n  year         = {2022},\n  pages        = {832-836},\n  address      = {Belgrade, Serbia},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO55093.2022.9909702},\n}\n\n
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\n \n\n \n \n \n \n \n Sparse subspace tracking in high dimensions.\n \n \n \n\n\n \n Thanh, L. T.; Abed-Meraim, K.; Hafiane, A.; and Trung, N. L.\n\n\n \n\n\n\n In 47th International Conference on International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, May 2022. IEEE\n \n\n\n\n
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@InProceedings{lt.thanh2022:ICASSP:sparse,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Adel Hafiane and Nguyen Linh Trung},\n  title        = {Sparse subspace tracking in high dimensions},\n  booktitle    = {47th International Conference on International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  year         = {2022},\n  address      = {Singapore},\n  month        = may,\n  organization = {IEEE},\n  doi          = {https://doi.org/10.1109/ICASSP39728.2021.9413554},\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking algorithms using fast adaptive Mahalanobis distance.\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
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@Article{nv.dung2022:SP:Mahalanobis,\n  author  = {Viet-Dung Nguyen and Nguyen Linh Trung and Karim Abed-Meraim},\n  title   = {Robust subspace tracking algorithms using fast adaptive {Mahalanobis} distance},\n  journal = {Signal Processing},\n  year    = {2022},\n  pages   = {108402},\n  month   = jun,\n  issn    = {0165-1684},\n  doi     = {https://doi.org/10.1016/j.sigpro.2021.108402},\n}\n\n
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\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 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
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@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  title   = {Automatic scan range for dose-reduced{ m}ultiphase {CT} imaging of the liver utilizing {CNNs} and {Gaussian} models},\n  journal = {Medical Image Analysis},\n  year    = {2022},\n  volume  = {78},\n  pages   = {102422},\n  month   = may,\n  issn    = {1361-8415},\n  doi     = {https://doi.org/10.1016/j.media.2022.102422},\n}\n\n
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\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 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
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@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  title   = {{EEG} Peak Detection in Cognitive Conflict Processing using Summit Navigator and Clustering-based Ranking},\n  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},\n  year    = {2022},\n  volume  = {30},\n  pages   = {1548-1556},\n  month   = may,\n  issn    = {1534-4320},\n  doi     = {https://doi.org/10.1109/TNSRE.2022.3179255},\n}\n\n
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\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 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
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@Article{nt.trung2022:SIVP:LDCT,\n  author  = {Nguyen Thanh-Trung and Dinh-Hoan Trinh and Nguyen Linh Trung and Marie Luong},\n  title   = {Low-dose {CT} image denoising using deep convolutional neural networks with extended receptive fields},\n  journal = {Signal, Image and Video Processing},\n  year    = {2022},\n  month   = feb,\n  issn    = {1963–1971},\n  doi     = {https://doi.org/10.1007/s11760-022-02157-8},\n}\n\n
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\n \n\n \n \n \n \n \n Computer Vision Technologies for Social Distancing.\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
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@InCollection{dt.hiep2022:Book:covid,\n  author    = {Tran Hiep Dinh and Nguyen Linh Trung and Chin-Teng Lin},\n  title     = {Computer Vision Technologies for Social Distancing},\n  booktitle = {Enabling Technologies for Social Distancing},\n  publisher = {Institution of Engineering and Technology},\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  month     = may,\n  isbn      = {9781839534904},\n  doi       = {https://doi.org/10.1049/PBTE104E_ch4},\n}\n\n
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\n \n\n \n \n \n \n \n Fisher Information Neural Estimation.\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
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@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  title        = {Fisher Information Neural Estimation},\n  booktitle    = {30th European Signal Processing Conference (EUSIPCO)},\n  year         = {2022},\n  pages        = {2111-2115},\n  address      = {Belgrade, Serbia},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO55093.2022.9909530},\n}\n\n
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\n \n\n \n \n \n \n \n Masked face detection with illumination awareness.\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
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@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  title     = {Masked face detection with illumination awareness},\n  booktitle = {16th International Symposium on Medical Information and Communication Technology (ISMICT)},\n  year      = {2022},\n  month     = may,\n  doi       = {https://doi.org/10.1109/ISMICT56646.2022.9828233},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Robust Online Tucker Dictionary Learning from Multidimensional Data Streams.\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 2022 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC), Chiangmai, Thailand, November 2022. \n \n\n\n\n
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@InProceedings{lt.thanh2022:APSIPA:ROTDL,\n  author    = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title     = {Robust Online {Tucker} Dictionary Learning from Multidimensional Data Streams},\n  booktitle = {2022 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)},\n  year      = {2022},\n  address   = {Chiangmai, Thailand},\n  month     = nov,\n  doi       = {https://doi.org/10.23919/APSIPAASC55919.2022.9980029},\n}\n\n
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\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, 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
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@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  title     = {C-Atlas: A Brain Mapping based on {FDG-PET} Images for {Alzheimer}'s Disease Diagnosis},\n  booktitle = {16th International Conference on Computing and Communication Technologies (RIVF)},\n  year      = {2022},\n  address   = {Ho Chi Minh city, Vietnam},\n  month     = dec,\n  doi       = {https://doi.org/10.1109/RIVF55975.2022.10013857},\n}\n\n
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\n  \n 2021\n \n \n (11)\n \n \n
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\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 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
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@Article{lt.thanh2021:JEC:survey-RST,\n  author  = {Le Trung Thanh and Nguyen Viet Dung and Nguyen Linh Trung and Karim Abed-Meraim},\n  title   = {Robust subspace tracking algorithms in signal processing: A brief survey},\n  journal = {REV Journal on Electronics and Communications},\n  year    = {2021},\n  volume  = {11},\n  number  = {1--2},\n  pages   = {16-25},\n  month   = jan #{--} # jun,\n  issn    = {1859-378X},\n  doi     = {https://doi.org/10.21553/rev-jec.270},\n}\n\n
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\n \n\n \n \n \n \n \n Maximum likelihood based identification for nonlinear multichannel communications systems.\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
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@Article{rekik2021:SP:identification,\n  author  = {Ouahbi Rekik and Karim Abed-Meraim and Mohamed Nait-Meziane and Anissa Mokraoui and Nguyen Linh Trung},\n  title   = {Maximum likelihood based identification for nonlinear multichannel communications systems},\n  journal = {Signal Processing},\n  year    = {2021},\n  volume  = {189},\n  pages   = {108297},\n  month   = dec,\n  issn    = {0165-1684},\n  doi     = {https://doi.org/10.1016/j.sigpro.2021.108297},\n}\n\n
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\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 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. March 2021.\n \n\n\n\n
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@Article{nd.chinh2021:BSPC:Doppler-radar,\n  author  = {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},\n  title   = {Short time cardio-vascular pulses estimation for {Dengue} fever screening via continuous-wave {Doppler} radar using empirical mode decomposition and continuous wavelet transform},\n  journal = {Biomedical Signal Processing and Control},\n  year    = {2021},\n  volume  = {65},\n  pages   = {102361},\n  month   = mar,\n  issn    = {1746-8094},\n  doi     = {https://doi.org/10.1016/j.bspc.2020.102361},\n}\n\n
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\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 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
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@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  title   = {Efficiently compressing {3D} medical images for teleinterventions via {CNNs} and anisotropic diffusion},\n  journal = {Medical Physics},\n  year    = {2021},\n  volume  = {48},\n  number  = {6},\n  pages   = {2877-2890},\n  month   = jun,\n  issn    = {0094-2405},\n  doi     = {https://doi.org/10.1002/mp.14814},\n}\n\n
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\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 Thanh, L. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69: 5372-5385. September 2021.\n \n\n\n\n
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@Article{lt.thanh2021:TrSP:CRB,\n  author  = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung},\n  title   = {Misspecified {Cramer-Rao} Bounds for Blind Channel Estimation under Channel Order Misspecification},\n  journal = {IEEE Transactions on Signal Processing},\n  year    = {2021},\n  volume  = {69},\n  pages   = {5372-5385},\n  month   = sep,\n  issn    = {1053-587X},\n  doi     = {https:/doi.org/10.1109/TSP.2021.3111558},\n}\n\n
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\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
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@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  title   = {AutoEncoder-Based Feature Ranking for {Alzheimer} Disease Classification using {PET} Image},\n  journal = {Machine Learning with Applications},\n  year    = {2021},\n  volume  = {6},\n  pages   = {100184},\n  month   = dec,\n  issn    = {2666-8270},\n  doi     = {https://doi.org/10.1016/j.mlwa.2021.100184},\n}\n\n
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\n \n\n \n \n \n \n \n An Effective Framework of Private Ethereum Blockchain Network 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.; Ha, N. V.; Niyato, D.; Nguyen, D. N.; and Dutkiewicz, E.\n\n\n \n\n\n\n In 2021 International Conference on Advanced Technologies for Communications (ATC), Ho Chi Minh City, Vietnam, October 2021. REV\n \n\n\n\n
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@InProceedings{dh.son2021:ATC:Blockchain-SGrid,\n  author       = {Do Hai Son and Tran Thi Thuy Quynh and Tran Viet Khoa and Dinh Thai Hoang and Nguyen Linh Trung and Nguyen Viet Ha and Dusit Niyato and Diep N. Nguyen and Eryk Dutkiewicz},\n  title        = {An Effective Framework of Private {Ethereum} Blockchain Network for Smart Grid},\n  booktitle    = {2021 International Conference on Advanced Technologies for Communications (ATC)},\n  year         = {2021},\n  address      = {Ho Chi Minh City, Vietnam},\n  month        = oct,\n  organization = {REV},\n  doi          = {https://doi.org/10.1109/ATC52653.2021.9598199},\n}\n\n
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\n \n\n \n \n \n \n \n A fast randomized adaptive CP decomposition for streaming tensors.\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 46th International Conference on International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Ontario, Canada, June 2021. IEEE\n \n\n\n\n
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@InProceedings{lt.thanh2021:ICASSP:tensor,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Adel Hafiane},\n  title        = {A fast randomized adaptive {CP} decomposition for streaming tensors},\n  booktitle    = {46th International Conference on International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  year         = {2021},\n  address      = {Toronto, Ontario, Canada},\n  month        = jun,\n  organization = {IEEE},\n  doi          = {https://doi.org/10.1109/ICASSP39728.2021.9413554},\n}\n\n
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\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 Thanh, L. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69(3): 2070-2085. March 2021.\n \n\n\n\n
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@Article{lt.thanh2021:TrSP:PETRELS-ADMM,\n  author  = {Le Trung Thanh and Nguyen Viet Dung and Nguyen Linh Trung and Karim Abed-Meraim},\n  title   = {Robust subspace tracking with missing data and outliers: novel algorithm with convergence guarantee},\n  journal = {IEEE Transactions on Signal Processing},\n  year    = {2021},\n  volume  = {69},\n  number  = {3},\n  pages   = {2070-2085},\n  month   = mar,\n  issn    = {1053-587X},\n  doi     = {https://doi.org/10.1109/TSP.2021.3066795},\n}\n\n
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\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 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
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@InProceedings{lt.thanh2021:EUSIPCO:identification,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung},\n  title        = {Performance lower bounds of blind system identification techniques in the presence of channel order estimation error},\n  booktitle    = {29th European Signal Processing Conference (EUSIPCO)},\n  year         = {2021},\n  pages        = {1646-1650},\n  address      = {Durbin, Ireland},\n  month        = aug,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/EUSIPCO54536.2021.9615921},\n}\n\n
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\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 Thanh, L. T.; Abed-Meraim, K.; Trung, N. L.; and Boyer, R.\n\n\n \n\n\n\n In 28th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, January 2021. EURASIP\n \n\n\n\n
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@InProceedings{lt.thanh2021:EUSIPCO:TT-FOA,\n  author       = {Le Trung Thanh and Karim Abed-Meraim and Nguyen Linh Trung and Remy Boyer},\n  title        = {Adaptive Algorithms for Tracking Tensor-Train Decomposition of Streaming Tensors},\n  booktitle    = {28th European Signal Processing Conference (EUSIPCO)},\n  year         = {2021},\n  address      = {Amsterdam, The Netherlands},\n  month        = jan,\n  organization = {EURASIP},\n  doi          = {https://doi.org/10.23919/Eusipco47968.2020.9287780},\n}\n\n
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\n  \n 2020\n \n \n (8)\n \n \n
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\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 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
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@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  doi     = {10.1177/0037549719873381},\n}\n\n
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\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 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
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@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  title        = {{Multi-channel {EEG} epileptic spike detection by a new method of tensor decomposition}},\n  journal      = {IOP Journal of Neural Engineering},\n  year         = {2020},\n  volume       = {17},\n  number       = {1},\n  pages        = {016023},\n  month        = jan,\n  issn         = {1741-2560},\n  doi          = {https://doi.org/10.1088/1741-2552/ab5247},\n  organization = {IOP},\n}\n\n
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\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 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
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@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  title   = {Network coding with multimedia transmission and cognitive networking: An implementation based on software-defined radio},\n  journal = {REV Journal on Electronics and Communications},\n  year    = {2020},\n  volume  = {10},\n  number  = {3--4},\n  pages   = {72-84},\n  month   = jul #{--} # dec,\n  issn    = {1859-378X},\n  doi     = {https://doi.org/10.21553/rev-jec.263},\n}\n\n
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\n \n\n \n \n \n \n \n Autoencoder based Friendly Jamming.\n \n \n \n\n\n \n Tuan, B. M.; Tuyen, T. D.; Trung, N. L.; and Ha, N. V.\n\n\n \n\n\n\n In IEEE Wireless Communications and Networking Conference (WCNC), Seoul, South Korea, May 2020. \n \n\n\n\n
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@InProceedings{bm.tuan2020:WCNC,\n  author    = {Bui Minh Tuan and Ta Duc Tuyen and Nguyen Linh Trung and Nguyen Viet Ha},\n  title     = {Autoencoder based Friendly Jamming},\n  booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},\n  year      = {2020},\n  address   = {Seoul, South Korea},\n  month     = may,\n  doi       = {https://doi.org/10.1109/WCNC45663.2020.9120554},\n}\n\n
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\n \n\n \n \n \n \n \n Collaborative Learning Model for Cyberattack Detection Systems in IoT Industry 4.0.\n \n \n \n\n\n \n Khoa, T. V.; Saputra, Y. M.; Hoang, D. T.; Trung, N. L.; Nguyen, D. N.; Ha, N. V.; and Dutkiewicz, E.\n\n\n \n\n\n\n In IEEE Wireless Communications and Networking Conference (WCNC), Seoul, South Korea, May 2020. \n \n\n\n\n
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@InProceedings{tv.khoa2020:WCNC,\n  author    = {Tran Viet Khoa and Yuris Mulya Saputra and Dinh Thai Hoang and Nguyen Linh Trung and Diep N. Nguyen and Nguyen Viet Ha and Eryk Dutkiewicz},\n  title     = {Collaborative Learning Model for Cyberattack Detection Systems in {IoT} Industry 4.0},\n  booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},\n  year      = {2020},\n  address   = {Seoul, South Korea},\n  month     = may,\n  doi       = {https://doi.org/10.1109/WCNC45663.2020.9120761},\n}\n\n
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\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 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
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@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  doi       = {https://doi.org/10.1109/EMBC44109.2020.9175441},\n  issn      = {1094-687X},\n}\n\n
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\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 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
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@Article{nait-neziane2020:IEEEAccess:CRB,\n  author  = {Mohamed Nait-Meziane and Karim Abed-Meraim and Zhipeng Zhao and Nguyen Linh Trung},\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  journal = {IEEE Access},\n  year    = {2020},\n  volume  = {8},\n  pages   = {166503-166512},\n  month   = sep,\n  issn    = {2169-3536},\n  doi     = {https://doi.org/10.1109/ACCESS.2020.3022710},\n}\n\n
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\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 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
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@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  doi          = {https://doi.org/10.1109/APCCAS50809.2020.9301693},\n}\n\n
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