Chonghyo Joo

Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters

Chonghyo Joo, Hyundo Park, Jongkoo Lim et al. · International Journal of Intelligent Systems · 2021 · 51 citations · Full text

Engineering, Mechanical Engineering, Material Selection +17

Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations

Chonghyo Joo, Hyundo Park, Jongkoo Lim et al. · Engineering Applications of Artificial Intelligence · 2023 · 49 citations

Materials Science, Polypropylene Composites, Effect Analysis +11

Machine Learning Approach to Predict Physical Properties of Polypropylene Composites: Application of MLR, DNN, and Random Forest to Industrial Data

Chonghyo Joo, Hyundo Park, Hyukwon Kwon et al. · Polymers · 2022 · 35 citations · Full text

A novel graph-based missing values imputation method for industrial lubricant data

Soohwan Jeong, Chonghyo Joo, Jongkoo Lim et al. · Computers in Industry · 2023 · 16 citations

Engineering, Data Science, Industrial Engineering +5