Published work
Jang, S., Jeong, S., Morris, JS., and Yang, H. (2025)
Wasserstein Centroid Classification for Distributional Data
Statistical Analysis and Data Mining: An ASA Data Science JournalÂ
Kim, J., Jeong, S., Ahn, M., and Yang, H. (2025)
Transformed Function on Scalar Regression for Random Distribution
Journal of the Korean Statistical Society
Jeong, S., Shin, S., and Yang, H. (2024)
Feature Screening Filter for High Dimensional Survival Data in the Reproducing Kernel Hilbert Space
Communications in Statistics-Theory and Methods
Moon, C., Jeong, S., Roh, G., and Park, K. (2024)
Development of Representative Sailing Mode Construction Methodology Using Markov Chain
Journal of Marine Science and Engineering
Jeong, S., Kang, K., and Yang, H. (2024)
Gradient-based Kernel Variable Selection for Support Vector Hazards Machine
Journal of the Korean Statistical Society
Jeong, S., Kim, C., and Yang, H. (2023)
Wasserstein Filter for Variable Screening in Binary Classification in the Reproducing Kernel Hilbert Space
Journal of Nonparametric Statistics
Yang, H., Jeong, S., and Park, D. (2021)
Change Point Analysis for Average Temperature using Functional Data Methods
Journal of The Korean Data Analysis Society
Park, S., Jeong, S., and Yang, H. (2021)
Canonical Correlation Analysis for Market and Environmental Factors of Vegetable using Functional Data Methods
Journal of The Korean Data Analysis Society
Jeong, S., Bae, S., and Kim, C. (2020)
Spectral Clustering: summary and recent research issues
The Korean Journal of Applied Statistics
Submitted
Jeong, S., Morris, JS., and Yang, H. (submitted)
Wasserstein Tests for Equality of Several Groups for Distributional Data
Jeong, S., Kim, H., Moon, S., Kim, E., Yang, H., Lee, J. (submitted)
Functional Generalized Estimating Equation Approach can Detect Visual Field Progression Earlier than Commonly Employed Methods
Lee, J., Kim, J., Lee, J., Kim, H., Moon, S., Kim, E., Jeong, S., Yang, H., Kim, E., Lee, J. (submitted)
Visual Field Prediction using K-means Clustering in Patients with Primary-open Angle Glaucoma
Work in progress
Jeong, S. and Yang, H. (work in progress)
Predicting Distributions of Visual Field Loss for Glaucoma Diagnostic using Multiple Functional Cox Model