Gyeongho Kim

17 papers B 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep active learning framework for defect classification of wafer bin maps under noisy labels.
Adv. Eng. Informatics
Chansung Lim, Gyeongho Kim, Sunghoon Lim
2026 J jnl
Class-imbalanced gas thermal image detection in manufacturing using thermal region masking and density-based reweighting.
Appl. Soft Comput.
Gahyun Hwang, Juhyun Kim, JiHyeok Choi, Geonhee Han, Gyeongho Kim, Sunghoon Lim
2026 J jnl
Robust tool wear prediction under novel operating conditions via physics-guided unsupervised domain adaptation.
Adv. Eng. Informatics
Gyeongho Kim, Sang Min Yang, Sujin Jeon, Soyeon Park, Jaegyeong Choi, Hyung Wook Park, Sunghoon Lim
2026 J jnl
Supervised contrastive learning for multi-source domain generalization: Tool failure prediction in data-deficient cryogenic milling processes.
Appl. Soft Comput.
Jaegyeong Choi, Dong Chan Kim, Dong Min Kim, Gyeongho Kim, Sujin Jeon, Sunghoon Lim, Hyung Wook Park
2026 J jnl
Towards efficient data-driven fault diagnosis under low-budget scenarios via hybrid deep active learning.
Reliab. Eng. Syst. Saf.
Gyeongho Kim, Jaegyeong Choi, Sujin Jeon, Soyeon Park, Sunghoon Lim
2025 J jnl
Fisher-informed continual learning for remaining useful life prediction of machining tools under varying operating conditions.
Reliab. Eng. Syst. Saf.
Gyeongho Kim, Yun Seok Kang, Sang Min Yang, Jaegyeong Choi, Gahyun Hwang, Hyung Wook Park, Sunghoon Lim
2024 J jnl
Accurate synthesis of sensor-to-machined-surface image generation in carbon fiber-reinforced plastic drilling.
Expert Syst. Appl.
Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Gyeongho Kim, Hyung Wook Park, Sunghoon Lim
2024 J jnl
Using transformer and a reweighting technique to develop a remaining useful life estimation method for turbofan engines.
Eng. Appl. Artif. Intell.
Gyeongho Kim, Jaegyeong Choi, Sunghoon Lim
2023 J jnl
Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy.
Appl. Soft Comput.
Gyeongho Kim, Sang Min Yang, Dong Min Kim, Sinwon Kim, Jaegyeong Choi, Minjoo Ku, Sunghoon Lim, Hyung Wook Park
2023 J jnl
Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing.
Comput. Ind. Eng.
Gyeongho Kim, Jaegyeong Choi, Minjoo Ku, Sunghoon Lim
2022 J jnl
A Deep Learning-Based Cryptocurrency Price Prediction Model That Uses On-Chain Data.
IEEE Access
Gyeongho Kim, Dong-Hyun Shin, Jaegyeong Choi, Sunghoon Lim
2022 J jnl
Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques.
IEEE Access
Gyeongho Kim, Sunghoon Lim
2022 — conf
Understanding Buyers' Behaviors in Vertical E-Commerce with Limited-edition Merchandise.
ICCE-TW
Gyeongho Kim, Jee-Eun Kim, Jongin Lee, Jun Dong Cho
2021 J jnl
A Multimodal Deep Learning-Based Fault Detection Model for a Plastic Injection Molding Process.
IEEE Access
Gyeongho Kim, Jaegyeong Choi, Minjoo Ku, Hyewon Cho, Sunghoon Lim
2021 J jnl
Car crash detection using ensemble deep learning and multimodal data from dashboard cameras.
Expert Syst. Appl.
Jaegyeong Choi, Chan Woo Kong, Gyeongho Kim, Sunghoon Lim
2021 J jnl
Recent Deep Semi-supervised Learning Approaches and Related Works.
CoRR
Gyeongho Kim
2007 B conf
Sound Source Localization Methods with Considering of Microphone Placement in Robot Platform.
RO-MAN
Byoungho Kwon, Gyeongho Kim, Youngjin Park