Sunghoon Lim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Prediction Model

Fault Diagnosis

Top Venues

Expert Syst. Appl.

Comput. Ind. Eng.

Artif. Intell. Rev.

Publications

Gyeongho Kim, Jaegyeong Choi, Sunghoon Lim
Using transformer and a reweighting technique to develop a remaining useful life estimation method for turbofan engines. Eng. Appl. Artif. Intell. 133 (2024)
Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Sunghoon Lim, Hyung Wook Park
Multimodal 1D CNN for delamination prediction in CFRP drilling process with industrial robots. Comput. Ind. Eng. 190 (2024)
Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Gyeongho Kim, Hyung Wook Park, Sunghoon Lim
Accurate synthesis of sensor-to-machined-surface image generation in carbon fiber-reinforced plastic drilling. Expert Syst. Appl. 255 (2024)
Malinda Vania, Bayu Adhi Tama, Hasan Maulahela, Sunghoon Lim
Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions. IEEE Access 11 (2023)
Bayu Adhi Tama, Malinda Vania, Seungchul Lee, Sunghoon Lim
Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals. Artif. Intell. Rev. 56 (5) (2023)
Gyeongho Kim, Jaegyeong Choi, Minjoo Ku, Sunghoon Lim
Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing. Comput. Ind. Eng. 181 (2023)
Gyeongho Kim, Sang Min Yang, Dong Min Kim, Sinwon Kim, Jaegyeong Choi, Minjoo Ku, Sunghoon Lim, Hyung Wook Park
Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy. Appl. Soft Comput. 148 (2023)
Sujoy Chatterjee, Sunghoon Lim
A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban Planning. Entropy 24 (3) (2022)
Gyeongho Kim, Sunghoon Lim
Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques. IEEE Access 10 (2022)
Sunghoon Lim, Donghee Choi, Soo Hyoung Lee, Chongqing Kang, Jung-Wook Park
Frequency Stability Enhancement of Low-Inertia Large-Scale Power System Based on Grey Wolf Optimization. IEEE Access 10 (2022)
Bayu Adhi Tama, Malinda Vania, Iljung Kim, Sunghoon Lim
An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals. IEEE Access 10 (2022)
Sunghoon Lim, Donghee Choi, Jung-Wook Park
Effective Inertial Response With New Coordinated Control for Multiple WPPs. IEEE Access 10 (2022)
Gyeongho Kim, Dong-Hyun Shin, Jaegyeong Choi, Sunghoon Lim
A Deep Learning-Based Cryptocurrency Price Prediction Model That Uses On-Chain Data. IEEE Access 10 (2022)
Gyeongho Kim, Jaegyeong Choi, Minjoo Ku, Hyewon Cho, Sunghoon Lim
A Multimodal Deep Learning-Based Fault Detection Model for a Plastic Injection Molding Process. IEEE Access 9 (2021)
Jaegyeong Choi, Chan Woo Kong, Gyeongho Kim, Sunghoon Lim
Car crash detection using ensemble deep learning and multimodal data from dashboard cameras. Expert Syst. Appl. 183 (2021)
Sunghoon Lim, Sun Jun Kim, Youngjae Park, Nahyun Kwon
A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo traffic. Expert Syst. Appl. 184 (2021)