Publications (International)
5) Yang, S. J., & Cha, K. J. (2024). GMO-AC: Gaussian-based minority oversampling with adaptive outlier filtering and class overlap weighting. IEEE Access, 12, 192494-192509.
https://doi.org/10.1109/ACCESS.2024.3518573
4) Yang, S. J., Sohng, W., & Chung, H. (2025). An auto encoder as a feature-extraction tool for Raman spectroscopic compositional analysis of hydrocarbon mixtures and investigation of correlations of auto encoder–extracted variables with component concentrations. Fuel, 380, 133167.
https://doi.org/10.1016/j.fuel.2024.133167
3) Jeong, H., Yang, S. J., Peerapattana, J., & Chung, H. (2024). Comparative evaluation of accuracy in near-infrared and Raman spectroscopic determinations of component concentration in packed solid mixtures under various packing densities. Analytica Chimica Acta, 343310.
https://doi.org/10.1016/j.aca.2024.343310
2) Jeong, S., Jeong, H., Yang, S. J., Cho, S., & Chung, H. (2024). Intelligent color image analysis of sintered ores for simple and rapid determination of Fe3O4 concentration. Talanta, 274, 125985.
https://doi.org/10.1016/j.talanta.2024.125985
1) Kim, J., Sohng, W., Yang, S. J., Park, Y. G., Chung, K., Kim, K., ... & Chung, H. (2024). Human decision-substitutable chemometric identification of pixel shrinkage in OLEDs using secondary ion mass spectrometry. Expert Systems with Applications, 238, 122207.
https://doi.org/10.1016/j.eswa.2023.122207
Publications (Domestic)
1) 홍소정, 양승지, 김시은. (2022). 잠재성장모형과 잠재프로파일 분석을 활용한 학령기 아동의 전반적 행복감 분석. 교육발전, 42(2), 665-689.
Submitted
1) Yang, S. J., & Jeong, J. (2025+). Spatiotemporal modeling of wind speed fields over the Korean peninsula using 3D-CNN and β-VAE for probabilistic forecasting
In Preparation
1) Yang, S. J., Jeong, H., & Chung, H. An augmentation strategy based on local sampling with latent interpolation for packing density-tolerant vibrational spectroscopic determinations of component concentration
Grant
1) Post-Doc. Research for Growth, National Research Foundation of Korea (RS-2025-25438303), Development of an oversampling algorithm for imbalanced classification using distribution-based generative model, October 2025 - August 2028
Ph.D. Thesis
Gaussian-based oversampling approach for imbalanced and overlapped class adapting the minimum covariance determinant, Hanyang University, 2023.