| A Domain Adaptation with Semantic Clustering (DASC) method for fault diagnosis of rotating machinery M Kim, JU Ko, J Lee, BD Youn, JH Jung, KH Sun ISA transactions 120, 372-382, 2022 | 48 | 2022 |
| Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery J Lee, M Kim, JU Ko, JH Jung, KH Sun, BD Youn Reliability Engineering & System Safety 218, 108186, 2022 | 47 | 2022 |
| A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines JU Ko, K Na, JS Oh, J Kim, BD Youn Expert Systems with Applications 189, 116094, 2022 | 32 | 2022 |
| Direct connection-based convolutional neural network (DC-CNN) for fault diagnosis of rotor systems M Kim, JH Jung, JU Ko, HB Kong, J Lee, BD Youn IEEE Access 8, 172043-172056, 2020 | 29 | 2020 |
| Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis JU Ko, JH Jung, M Kim, HB Kong, J Lee, BD Youn Computers in Industry 125, 103385, 2021 | 26 | 2021 |
| 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 | 5 | 2023 |
| Label-based, mini-batch combinations study for convolutional neural network based fluid-film bearing rotor system diagnosis JH Jung, M Kim, JU Ko, HB Kong, BD Youn, KH Sun Computers in Industry 133, 103546, 2021 | 5 | 2021 |
| Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data H Kim, JU Ko, K Na, H Lee, H Kim, J Son, H Yoon, BD Youn Expert Systems with Applications 215, 119377, 2023 | 3 | 2023 |
| 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 | 1 | 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 | | 2024 |
| 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 | | 2023 |
| 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 | | 2023 |
| PHM Frontiers: Physics-based Approach to Deep Learning JH Jung, M Kim, JU Ko, BD Youn PHM Society Asia-Pacific Conference 1 (1), 2017 | | 2017 |
