Publications
Published
2023
- On the Spherical Laplace Distribution
KY and Dennis Shung.
International Conference on Information Fusion (FUSION).
arXiv Publisher's Site - Bayesian Optimal Two-sample Tests for High-dimensional Gaussian Populations
Kyoungjae Lee, KY, and Lizhen Lin.
Bayesian Analysis.
arXiv Publisher's Site
2022
- Network Distance Based on Laplacian Flows on Graphs
Dianbin Bao, KY, and Lizhen Lin.
IEEE International Conference on Big Data (Big Data).
arXiv Code Publisher's Site - Geometric learning of functional brain network on the correlation manifold
KY and Hae-Jeong Park.
Scientific Reports.
Code Publisher's Site - Parameter estimation and model-based clustering with spherical normal distribution on the unit hypersphere
KY and Changhee Suh.
Computational Statistics & Data Analysis.
arXiv Code Publisher's Site - Learning Subspaces of Different Dimensions
Brian St. Thomas, KY, Lizhen Lin, Lek-Heng Lim, and Sayan Mukherjee.
Journal of Computational and Graphical Statistics.
arXiv Code Publisher's Site - Rdimtools: An R package for Dimension Reduction and Intrinsic Dimension Estimation
KY and Dennis Shung.
Software Impacts.
arXiv Code Publisher's Site
2021
- Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity
KY and Hae-Jeong Park.
NeuroImage.
Code Publisher's Site
2020
- Data transforming augmentation for heteroscedastic models
Hyungsuk Tak, KY, Sujit K. Ghosh, Bingyue Su, and Joseph Kelly.
Journal of Computational and Graphical Statistics.
arXiv Publisher's Site
2019
- Volume change pattern of decompression of mandibular odontogenic keratocyst
Jin Hoo Park, Eun-Jung Kwak, KY, Young-Soo Jung, and Hwi-Dong Jung.
Maxillofacial Plastic and Reconstructive Surgery.
Publisher's Site
2016
- Vision-based detection of loosened bolts using the Hough transform and support vector machines
Young-Jin Cha, KY, and Wooram Choi.
Automation in Construction.
Publisher's Site
Preprint
- Shape-Preserving Dimensionality Reduction : An Algorithm and Measures of Topological Equivalence
Byeongsu Yu and KY (2021).
arXiv