Jongkoo Lim

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Novel inverse predictive system integrated with industrial lubricant information.
Eng. Appl. Artif. Intell.
Minseong Kim, Chonghyo Joo, Jongkoo Lim, Seungho Yeom, Il Moon, Meng Qi, Junghwan Kim
2024 J jnl
Novel natural gradient boosting-based probabilistic prediction of physical properties for polypropylene-based composite data.
Eng. Appl. Artif. Intell.
Hyundo Park, Chonghyo Joo, Jongkoo Lim, Junghwan Kim
2023 J jnl
A Dynamic Soft Sensor Based on Hybrid Neural Networks to Improve Early Off-spec Detection.
Eng. Comput.
Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2023 J jnl
A novel graph-based missing values imputation method for industrial lubricant data.
Comput. Ind.
Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim
2023 J jnl
Correction to: A dynamic soft sensor based on hybrid neural networks to improve early off-spec detection.
Eng. Comput.
Seokyoung Hong, Nahyeon An, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2023 J jnl
Dual attention-based multi-step ahead prediction enhancement for monitoring systems in industrial processes.
Appl. Soft Comput.
Nahyeon An, Seokyoung Hong, Yurim Kim, Hyungtae Cho, Jongkoo Lim, Il Moon, Junghwan Kim
2023 J jnl
Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations.
Eng. Appl. Artif. Intell.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2022 J jnl
Cover: International Journal of Intelligent Systems, Volume 37 Issue 6 June 2022.
Int. J. Intell. Syst.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2022 J jnl
Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters.
Int. J. Intell. Syst.
Chonghyo Joo, Hyundo Park, Jongkoo Lim, Hyungtae Cho, Junghwan Kim
2022 J jnl
Time-series clustering approach for training data selection of a data-driven predictive model: Application to an industrial bio 2, 3-butanediol distillation process.
Comput. Chem. Eng.
Yeongryeol Choi, Nahyeon An, Seokyoung Hong, Hyungtae Cho, Jongkoo Lim, In-Su Han, Il Moon, Junghwan Kim
2020 J jnl
Multi-objective optimization of operation of lignocellulosic acetone-butanol-ethanol fermentation with ex situ butanol recovery (ESBR).
Comput. Chem. Eng.
Ha-Eun Byun, Boeun Kim, Jongkoo Lim, Jay H. Lee