Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis. - Hyunseok Oh; Joon Ha Jung; Byung Chul Jeon; Byeng D. Youn (IEEE Trans. Ind. Electron., 2018)

Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems. - Myungyon Kim; Joon Ha Jung; Jin Uk Ko; Hyeon Bae Kong; Jinwook Lee; Byeng Dong Youn (IEEE Access, 2020)

Vision-Based Fault Diagnostics Using Explainable Deep Learning With Class Activation Maps. - Kyung Ho Sun; Hyunsuk Huh; Bayu Adhi Tama; Soo Young Lee; Joon Ha Jung; Seungchul Lee (IEEE Access, 2020)

Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis. - Joon Ha Jung; Myungyon Kim; Jin Uk Ko; Hyeon Bae Kong; Byeng D. Youn; Kyung Ho Sun (Comput. Ind., 2021)

Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis. - Jin Uk Ko; Joon Ha Jung; Myungyon Kim; Hyeon Bae Kong; Jinwook Lee; Byeng D. Youn (Comput. Ind., 2021)

Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery. - Jinwook Lee; Myungyon Kim; Jin Uk Ko; Joon Ha Jung; Kyung Ho Sun; Byeng D. Youn (Reliab. Eng. Syst. Saf., 2022)

A Convolutional Autoencoder Based Fault Diagnosis Method for a Hydraulic Solenoid Valve Considering Unknown Faults. - Seungjin Yoo; Joon Ha Jung; Jai-Kyung Lee; Sang Woo Shin; Dal Sik Jang (Sensors, 2023)

Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery. - Taehun Kim; Jin Uk Ko; Jinwook Lee; Yong Chae Kim; Joon Ha Jung; Byeng D. Youn (Adv. Eng. Informatics, 2024)

Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery. - Yong Chae Kim; Jin Uk Ko; Jinwook Lee; Taehun Kim; Joon Ha Jung; Byeng D. Youn (Adv. Eng. Informatics, 2024)

Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance. - Jinwook Lee; Jin Uk Ko; Taehun Kim; Yong Chae Kim; Joon Ha Jung; Byeng D. Youn (Expert Syst. Appl., 2024)

Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing. - Yong Chae Kim; Jinwook Lee; Taehun Kim; Jonghwa Baek; Jin Uk Ko; Joon Ha Jung; Byeng D. Youn (Reliab. Eng. Syst. Saf., 2024)