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Thanh Trung Le

Thanh-Trung Le – Le Trung Thanh

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2020 – today

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2026
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis. Signal Process. 238: 110113 (2026)
2025
[c15]
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Abdulmajid Lawal, Karim Abed-Meraim, Azzedine Zerguine, Thanh Trung Le:
Tensor-Based Blind Structured Channel Estimation for Multichannel Systems. EUSIPCO 2025: 2102-2106
[i2]
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Ta Giang Thuy Loan, Hoang-Lan Nguyen, Nguyen Thi Ngoc Lan, Do Hai Son, Tran Thi Thuy Quynh, Nguyen Linh Trung, Karim Abed-Meraim, Thanh Trung Le:
Robust Sparse Subspace Tracking from Corrupted Data Observations. CoRR abs/2509.16585 (2025)
2024
[j13]
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Waheed Ahmad Khan, Waqar Arif, Nguyen Quoc Hung, Thanh Trung Le, Hai Van Pham:
Picture Fuzzy Directed Hypergraphs With Applications Toward Decision-Making and Managing Hazardous Chemicals. IEEE Access 12: 87816-87827 (2024)
[j12]
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Thanh Trung Le, Raluca Eftimie:
Numerical challenges for the understanding of localised solutions with different symmetries in non-local hyperbolic systems. Comput. Math. Appl. 169: 112-131 (2024)
[j11]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations. Signal Process. 216: 109297 (2024)
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Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Tensor decomposition meets blind source separation. Signal Process. 221: 109483 (2024)
[j9]
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Thanh Trung Le, Raluca Eftimie:
Transitions between Localised Patterns with Different Spatial Symmetries in Non-Local Hyperbolic Models for Self-Organised Biological Aggregations. Symmetry 16(10): 1257 (2024)
[j8]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context. IEEE Trans. Signal Process. 72: 521-534 (2024)
[c14]
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Thanh-Trung Le, Karim Abed-Meraim, Nguyen Linh Trung:
Higher-Order Singular Spectrum Analysis for Multichannel Biomedical Signal Analysis. EUSIPCO 2024: 1337-1341
[c13]
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Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Joint INDSCAL Decomposition Meets Blind Source Separation. ICASSP 2024: 5570-5574
[c12]
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Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli, Ales Holobar:
Tensorial Convolutive Blind Source Separation. ICASSP 2024: 5575-5579
[c11]
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Duy Thanh Vu, Le Trung Thanh, Pham Minh Tuan, Nguyen Linh Trung, Karim Abed-Meraim, Mouloud Adel, Viet-Dung Nguyen, Nguyen Thanh Trung, Dinh Doan Long, Oliver Y. Chén:
Tensor Kernel Learning for Classification of Alzheimer's Conditions using Multimodal Data. MAPR 2024: 1-6
2023
[j7]
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Hai Van Pham, Kim-Phung Thai, Quoc Hung Nguyen, Le Duy Dong, Thanh Trung Le, Thi Xuan Dao Nguyen, Thuy-Kieu Phan-Thi, Nguyen Xuan Thao:
Proposed distance and entropy measures of picture fuzzy sets in decision support systems. J. Intell. Fuzzy Syst. 44(4): 6775-6791 (2023)
[j6]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
Tracking online low-rank approximations of higher-order incomplete streaming tensors. Patterns 4(6): 100759 (2023)
[j5]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition. IEEE Trans. Knowl. Data Eng. 35(11): 10897-10921 (2023)
[c10]
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Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim:
Robust Subspace Tracking with Contamination Mitigation via α-Divergence. ICASSP 2023: 1-5
[c9]
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Le Trung Thanh, Karim Abed-Meraim, Philippe Ravier, Olivier Buttelli:
A Novel Tensor Tracking Algorithm for Block-Term Decomposition of Streaming Tensors. SSP 2023: 571-575
[i1]
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Thanh Trung Le, Raluca Eftimie:
Numerical challenges for the understanding of localised solutions with different symmetries in non-local hyperbolic systems. CoRR abs/2309.05817 (2023)
2022
[j4]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis. IEEE Trans. Signal Process. 70: 4305-4320 (2022)
[c8]
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Satyam Mishra, Le Trung Thanh:
SATMeas - Object Detection and Measurement: Canny Edge Detection Algorithm. AIMS 2022: 91-101
[c7]
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, Adel Hafiane:
Robust Tensor Tracking With Missing Data Under Tensor-Train Format. EUSIPCO 2022: 832-836
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Le Trung Thanh, Karim Abed-Meraim, Adel Hafiane, Nguyen Linh Trung:
Sparse Subspace Tracking in High Dimensions. ICASSP 2022: 5892-5896
2021
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Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, Karim Abed-Meraim:
Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee. IEEE Trans. Signal Process. 69: 2070-2085 (2021)
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh-Trung:
Misspecified Cramer-Rao Bounds for Blind Channel Estimation Under Channel Order Misspecification. IEEE Trans. Signal Process. 69: 5372-5385 (2021)
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung:
Performance Lower Bounds of Blind System Identification Techniques in the Presence of Channel Order Estimation Error. EUSIPCO 2021: 1646-1650
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh-Trung, Adel Hafiane:
A Fast Randomized Adaptive CP Decomposition For Streaming Tensors. ICASSP 2021: 2910-2914
2020
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Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh-Trung, Rémy Boyer:
Adaptive Algorithms for Tracking Tensor-Train Decomposition of Streaming Tensors. EUSIPCO 2020: 995-999

2010 – 2019

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2019
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Le Trung Thanh, Viet-Dung Nguyen, Nguyen Linh-Trung, Karim Abed-Meraim:
Robust Subspace Tracking with Missing Data and Outliers via ADMM. EUSIPCO 2019: 1-5
2016
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Pham Long, Le Trung Thanh:
NegotiAuction: An Investigation of Its Possible Adoption. Int. J. Strateg. Decis. Sci. 7(3): 70-85 (2016)
2011
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Le Trung Thanh:
Arbitrary power splitting couplers based on 4x4 multimode interference structures for VLSI photonic integrated circuits. SoICT 2011: 233-237

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