Jin Uk Ko

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Network

False Alarm Rate

Fault Diagnosis

Top Venues

Expert Syst. Appl.

Reliab. Eng. Syst. Saf.

J. Comput. Des. Eng.

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)
Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-Duk Son, Heonjun Yoon, Byeng D. Youn
Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. Expert Syst. Appl. 215 (2023)
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)
Jin Uk Ko, Kyumin Na, Joon-Seok Oh, Jaedong Kim, Byeng D. Youn
A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines. Expert Syst. Appl. 189 (2022)
Jinwook Lee, Myungyon Kim, Jin Uk Ko, Joon Ha Jung, Kyung Ho Sun, Byeng D. Youn
Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Jin Uk Ko, Joon Ha Jung, Myungyon Kim, Hyeon Bae Kong, Jinwook Lee, Byeng D. Youn
Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis. Comput. Ind. 125 (2021)
Joon Ha Jung, Myungyon Kim, Jin Uk Ko, Hyeon Bae Kong, Byeng D. Youn, Kyung Ho Sun
Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis. Comput. Ind. 133 (2021)
Myungyon Kim, Joon Ha Jung, Jin Uk Ko, Hyeon Bae Kong, Jinwook Lee, Byeng Dong Youn
Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems. IEEE Access 8 (2020)