A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging MT Tran, XMT Le, HT Nguyen, VN Huynh Engineering Applications of Artificial Intelligence 78, 173-185, 2019 | 43 | 2019 |
An improvement of SAX representation for time series by using complexity invariance XMT Le, MT Tran, HT Nguyen Intelligent Data Analysis 24 (3), 625-641, 2020 | 9 | 2020 |
A weighted local mean-based k-nearest neighbors classifier for time series MT Tran, XM Le, VT Vinh, HT Nguyen, TM Nguyen Proceedings of the 9th International Conference on Machine Learning and …, 2017 | 6 | 2017 |
Learning Perceptual Position-Aware Shapelets for Time Series Classification XM Le, MT Tran, VN Huynh Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
Detecting special lecturers using information theory-based outlier detection method TD Do, MT Tran, XMT Le, TVT Duong Proceedings of the International Conference on Compute and Data Analysis …, 2017 | 3 | 2017 |
Nayer: Noisy layer data generation for efficient and effective data-free knowledge distillation MT Tran, T Le, XM Le, M Harandi, QH Tran, D Phung Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
Text-enhanced data-free approach for federated class-incremental learning MT Tran, T Le, XM Le, M Harandi, D Phung Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification XM Le, L Luo, U Aickelin, MT Tran International Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024 | | 2024 |
RSAM: Learning on manifolds with Riemannian Sharpness-aware Minimization T Truong, HP Nguyen, T Pham, MT Tran, M Harandi, D Phung, T Le arXiv preprint arXiv:2309.17215, 2023 | | 2023 |