| MI-MOTE: Multiple imputation-based minority oversampling technique for imbalanced and incomplete data classification K Shin, J Han, S Kang Information Sciences 575, 80-89, 2021 | 27 | 2021 |
| Active learning with missing values considering imputation uncertainty J Han, S Kang Knowledge-Based Systems 224, 107079, 2021 | 13 | 2021 |
| Dynamic imputation for improved training of neural network with missing values J Han, S Kang Expert Systems with Applications 194, 116508, 2022 | 11 | 2022 |
| Scalable graph neural network for NMR chemical shift prediction J Han, H Kang, S Kang, Y Kwon, D Lee, YS Choi Physical Chemistry Chemical Physics 24 (43), 26870-26878, 2022 | 7 | 2022 |
| Retention Time Prediction through Learning from a Small Training Data Set with a Pretrained Graph Neural Network Y Kwon, H Kwon, J Han, M Kang, JY Kim, D Shin, YS Choi, S Kang Analytical Chemistry 95 (47), 17273-17283, 2023 | 1 | 2023 |
| Data-driven autonomous operation of VOCs removal system M Kang, J Han, Y Kim, S Kim, S Kang Scientific Reports 14 (1), 5953, 2024 | | 2024 |
| Improving chemical reaction yield prediction using pre-trained graph neural networks J Han, Y Kwon, YS Choi, S Kang Journal of Cheminformatics 16 (1), 25, 2024 | | 2024 |
| Optimization of missing value imputation for neural networks J Han, S Kang Information Sciences 649, 119668, 2023 | | 2023 |
Seokho KangSungkyunkwan UniversityVerified email at skku.edu
Seokho KangSungkyunkwan UniversityVerified email at skku.edu