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Deep Learning Based Steel Plate Surface Defect Detection with Precise RoI Pooling
Hyojin Jung, Wonhee Lee, Youngbum Hur
J Korean Soc Qual Manag.
2025;53(3):249-264. Published online September 30, 2025
DOI:
https://doi.org/10.7469/JKSQM.2025.53.3.249
A Case Study of Graph Neural Network-Based
Anomaly Detection
and Root Cause Visualization for Quality Improvement in Semiconductor Manufacturing
Jueun Ha, Seungzoon Lee, Dooree Kim, Jeongil Choi
J Korean Soc Qual Manag.
2025;53(2):237-248. Published online June 30, 2025
DOI:
https://doi.org/10.7469/JKSQM.2025.53.2.237
A Pre-processing Process Using TadGAN-based Time-series
Anomaly Detection
Seung Hoon Lee, Yong Soo Kim
J Korean Soc Qual Manag.
2022;50(3):459-471. Published online September 30, 2022
DOI:
https://doi.org/10.7469/JKSQM.2022.50.3.459
Anomaly Detection
System in Mechanical Facility Equipment: Using Long Short-Term Memory Variational Autoencoder
Jaehong Seo, Junsung Park, Joonwoo Yoo, Heejun Park
J Korean Soc Qual Manag.
2021;49(4):581-594. Published online December 28, 2021
DOI:
https://doi.org/10.7469/JKSQM.2021.49.4.581
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