| Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem JU Ko, J Lee, T Kim, YC Kim, BD Youn Journal of Computational Design and Engineering 10 (2), 694-710, 2023 | 12 | 2023 |
| Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance J Lee, JU Ko, T Kim, YC Kim, JH Jung, BD Youn Expert Systems with Applications 243, 122910, 2024 | 9 | 2024 |
| Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing YC Kim, J Lee, T Kim, J Baek, JU Ko, JH Jung, BD Youn Reliability Engineering & System Safety 250, 110293, 2024 | 4 | 2024 |
| Domain adaptation based fault diagnosis under variable operating conditions of a rock drill YC Kim, T Kim, JU Ko, J Lee, K Kim International Journal of Prognostics and Health Management 14 (2), 2023 | 3 | 2023 |
| Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths JU Ko, J Lee, T Kim, YC Kim, BD Youn Expert Systems with Applications 227, 120255, 2023 | 2 | 2023 |
| Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery T Kim, JU Ko, J Lee, YC Kim, JH Jung, BD Youn Advanced Engineering Informatics 62, 102821, 2024 | 1 | 2024 |
| Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery YC Kim, JU Ko, J Lee, T Kim, JH Jung, BD Youn PHM Society Asia-Pacific Conference 4 (1), 2023 | 1 | 2023 |
| Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery YC Kim, JU Ko, J Lee, T Kim, JH Jung, BD Youn Advanced Engineering Informatics 62, 102862, 2024 | | 2024 |
