| 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 | 30 | 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 |
| A hybrid approach of data-driven and physics-based methods for estimation and prediction of fatigue crack growth HB Kong, SH Jo, JH Jung, JM Ha, YC Shin, H Yoon, KH Sun, YH Seo, ... International Journal of Prognostics and Health Management 11 (1), 2020 | 9 | 2020 |
| 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 |
| An evaluation methodology for 3D deep neural networks using visualization in 3D data classification HT Hwang, SH Lee, HG Chi, NK Kang, HB Kong, J Lu, H Ohk Journal of Mechanical Science and Technology 33, 1333-1339, 2019 | 3 | 2019 |
| Vibration signal generation using conditional variational autoencoder for class imbalance problem JU Ko, M Kim, HB Kong, J Lee, BD Youn Proc. 5th Int. Conf. Mater. Rel, 1, 2019 | 1 | 2019 |
| 얀센 메커니즘 기반 라인트레이싱 보행 로봇 최적 설계 HM Cha, HB Gong, SH Lee Proceeding of EDISON Challenge, 516-526, 2017 | 1 | 2017 |
| An Automated Interpretable Deep Learning (AutoIDL) Framework for Prognostics and Health Management (PHM) 공현배 서울대학교 대학원, 2020 | | 2020 |
| 딥러닝의 산업 적용을 위한 도메인 지식 기반 데이터 전처리 기술 윤병동， 김현재， 고진욱， 박종민， 공현배， 오영탁 기계저널 59 (8), 34-38, 2019 | | 2019 |
