Yong Chae Kim

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Transfer Learning

Class Imbalance

Fault Diagnosis

Rotating Machinery

Top Venues

Expert Syst. Appl.

J. Comput. Des. Eng.

Reliab. Eng. Syst. Saf.

Publications

Yong Chae Kim, Jinwook Lee, Taehun Kim, Jonghwa Baek, Jin Uk Ko, Joon Ha Jung, Byeng D. Youn
Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing. Reliab. Eng. Syst. Saf. 250 (2024)
Jinwook Lee, Jin Uk Ko, Taehun Kim, Yong Chae Kim, Joon Ha Jung, Byeng D. Youn
Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance. Expert Syst. Appl. 243 (2024)
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
Deep-learning-based fault detection and recipe optimization for a plastic injection molding process under the class-imbalance problem. J. Comput. Des. Eng. 10 (2) (2023)
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, Byeng D. Youn
Frequency-learning generative network (FLGN) to generate vibration signals of variable lengths. Expert Syst. Appl. 227 (2023)