Sunghoon Lim - RankMe

23 papers Journal 23

Year	Rank	Type	Title / 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`	AIoT image analysis for real-time dispatching of shipyard transport devices: A focus on trailers. Expert Syst. Appl. Youngjun Choo, Sunghoon Lim, Yonghyun Kim, Yeojoon Park, Yonghoon Oh, Changyob Lee, Wonjun Yun, Namhun Kim
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`	Multimodal 1D CNN for delamination prediction in CFRP drilling process with industrial robots. Comput. Ind. Eng. Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Sunghoon Lim, Hyung Wook Park
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
2023	J	`jnl`	Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions. IEEE Access Malinda Vania, Bayu Adhi Tama, Hasan Maulahela, Sunghoon Lim
2023	J	`jnl`	Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals. Artif. Intell. Rev. Bayu Adhi Tama, Malinda Vania, Seungchul Lee, 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`	A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban Planning. Entropy Sujoy Chatterjee, Sunghoon Lim
2022	J	`jnl`	An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals. IEEE Access Bayu Adhi Tama, Malinda Vania, Iljung Kim, Sunghoon Lim
2022	J	`jnl`	Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques. IEEE Access Gyeongho Kim, Sunghoon Lim
2022	J	`jnl`	Effective Inertial Response With New Coordinated Control for Multiple WPPs. IEEE Access Sunghoon Lim, Donghee Choi, Jung-Wook Park
2022	J	`jnl`	Frequency Stability Enhancement of Low-Inertia Large-Scale Power System Based on Grey Wolf Optimization. IEEE Access Sunghoon Lim, Donghee Choi, Soo-Hyoung Lee, Chongqing Kang, Jung-Wook Park
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`	A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo traffic. Expert Syst. Appl. Sunghoon Lim, Sun Jun Kim, Youngjae Park, Nahyun Kwon
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