Unsupervised gait phase estimation with domain-adversarial neural network and adaptive window W Choi, W Yang, J Na, J Park, G Lee, W Nam IEEE Journal of Biomedical and Health Informatics 26 (7), 3373-3384, 2021 | 18 | 2021 |
Data synthesis method preserving correlation of features W Yang, W Nam Pattern Recognition 122, 108241, 2022 | 8 | 2022 |
Brainwave classification using covariance-based data augmentation W Yang, W Nam IEEE Access 8, 211714-211722, 2020 | 8 | 2020 |
Feature optimization for gait phase estimation with a genetic algorithm and Bayesian optimization W Choi, W Yang, J Na, G Lee, W Nam Applied Sciences 11 (19), 8940, 2021 | 5 | 2021 |
Characterization of signal features for real-time sEMG onset detection G Cho, W Yang, D Lee, D You, H Lee, S Kim, S Lee, W Nam Biomedical Signal Processing and Control 84, 104774, 2023 | 3 | 2023 |
Flexible Covariance Matrix Decomposition Method for Data Augmentation and Its Application to Brainwave Signals H Lee, W Yang, W Nam Applied Sciences 11 (20), 9388, 2021 | 2 | 2021 |
Data synthesis with dual-stage sample grouping for electromyography signals D Lee, W Yang, G Cho, D You, W Nam Expert Systems with Applications 213, 119059, 2023 | 1 | 2023 |