Multi-channel EEG epileptic spike detection by a new method of tensor decomposition TT Le, NTA Dao, NV Dung, NL Trung, K Abed-Meraim Journal of Neural Engineering 17 (1), 016023, 2020 | 63 | 2020 |
Deep learning for epileptic spike detection TX Le, TT Le, VV Dinh, QL Tran, LT Nguyen, DT Nguyen VNU Journal of Science: Computer Science and Communication Engineering 33 (2 …, 2018 | 45 | 2018 |
Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee TT Le, NV Dung, NL Trung, K Abed-Meraim IEEE Transactions on Signal Processing 69, 2070-2085, 2021 | 39 | 2021 |
A contemporary and comprehensive survey on streaming tensor decomposition TT Le, K Abed-Meraim, NL Trung, A Hafiane IEEE Transactions on Knowledge and Data Engineering 35 (11), 10897-10921, 2022 | 34 | 2022 |
Adaptive algorithms for tracking tensor-train decomposition of streaming tensors TT Le, K Abed-Meraim, NL Trung, R Boyer 2020 28th European Signal Processing Conference (EUSIPCO), 995-999, 2021 | 22 | 2021 |
Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis TT Le, K Abed-Meraim, NL Trung, A Hafiane IEEE Transactions on Signal Processing 70, 4305-4320, 2022 | 18 | 2022 |
Misspecified Cramer–Rao bounds for blind channel estimation under channel order misspecification TT Le, K Abed-Meraim, NL Trung IEEE Transactions on Signal Processing 69, 5372-5385, 2021 | 18 | 2021 |
A fast randomized adaptive CP decomposition for streaming tensors TT Le, K Abed-Meraim, NL Trung, A Hafiane ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 18 | 2021 |
Multi-source data analysis for bike sharing systems NTH Thu, TT Le, CTP Dung, NL Trung, HV Le IEEE International Conference on Advanced Technologies for Communications …, 2017 | 18* | 2017 |
Robust subspace tracking algorithms in signal processing: A brief survey TT Le, NV Dung, NL Trung, K Abed-Meraim REV Journal on Electronics and Communications 11 (1-2), 16-25, 2021 | 14* | 2021 |
Tracking online low-rank approximations of higher-order incomplete streaming tensors TT Le, K Abed-Meraim, NL Trung, A Hafiane Patterns 4 (6), 2023 | 12* | 2023 |
Robust Tensor Tracking With Missing Data Under Tensor-Train Format TT Le, K Abed-Meraim, NL Trung, A Hafiane 2022 30th European Signal Processing Conference (EUSIPCO), 832-836, 2022 | 9 | 2022 |
A new windowed graph Fourier transform TT Le, N Linh-Trung, NV Dung, K Abed-Meraim Information and Computer Science, 2017 4th NAFOSTED Conference on, 150-155, 2017 | 8* | 2017 |
New feature selection method for multi-channel EEG epileptic spike detection system NT Dao, L Thanh, N Viet-Dung, N Linh-Trung, H Le VNU Journal of Science: Computer Science and Communication Engineering 35 (2 …, 2019 | 7 | 2019 |
Nonnegative tensor decomposition for EEG epileptic spike detection NT Anh-Dao, T Le Thanh, N Linh-Trung, HV Le Information and Computer Science (NICS), 2018 5th NAFOSTED Conference on …, 2018 | 7 | 2018 |
Robust subspace tracking with missing data and outliers via ADMM LT Thanh, NV Dung, NL Trung, K Abed-Meraim 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 6 | 2019 |
Sparse subspace tracking in high dimensions TT Le, K Abed-Meraim, A Hafiane, NL Trung ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
Robust Online Tucker Dictionary Learning from Multidimensional Data Streams TT Le, TT Duy, K Abed-Meraim, NL Trung, H Adel Asia-Pacific Signal and Information Processing Association Annual Summit and …, 2022 | 4 | 2022 |
Tensor decomposition meets blind source separation TT Le, K Abed-Meraim, P Ravier, O Buttelli, A Holobar Signal Processing 221, 109483, 2024 | 3 | 2024 |
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations TT Le, K Abed-Meraim, NL Trung, A Hafiane Signal Processing 216, 109297, 2024 | 3* | 2024 |