2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor
Wonjun Yi, Yong-Hwa Park
This work introduces a multi-output classification (MOC) framework designed for domain adaptation in fault diagnosis, particularly under partially labeled (PL) target domain scenar…
cs.SD2023★ 2 cited
Sound-based drone fault classification using multitask learning
Wonjun Yi, Jung-Woo Choi, Jae-Woo Lee
The drone has been used for various purposes, including military applications, aerial photography, and pesticide spraying. However, the drone is vulnerable to external disturbances…
cs.SD2023
On-site Noise Exposure technique for noise-robust machine fault classification
Wonjun Yi, Jung-Woo Choi
In-situ classification of faulty sounds is an important issue in machine health monitoring and diagnosis. However, in a noisy environment such as a factory, machine sound is always…