Jae-Hwan Jhong

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive smoothing of spherical trajectories via penalized piecewise geodesic curves: a Python software.
SoftwareX
Seyoung Lee, Jae-Hwan Jhong, Kwan-Young Bak
2026 J jnl
Functional Data Analysis of Particulate Matter (PM10) in Chungbuk, Korea: An Application of Penalized B-Spline Smoothing and Functional Inference.
Axioms
Eun-Ji Lee, Ji Hyeon Lee, Hee-Jung Jee, Jae-Hwan Jhong
2025 J jnl
Low-Dimensional Adaptive Neural Network Regression With Directional Change Detection via Nuclear Norm Penalization.
Stat. Anal. Data Min.
Yongku Kim, Jae-Hwan Jhong, Ja-Yong Koo, Kwan-Young Bak
2025 J jnl
Multi-Task Nonparametric Regression Under Joint Sparsity.
IEEE Access
Jae-Hwan Jhong, Gyeongmin Kim, Kwan-Young Bak
2025 J jnl
spheresmooth: An R Package for Penalized Piecewise Geodesic Curve Fitting on a Sphere.
R J.
Jae-Hwan Jhong, Seyoung Lee, Ja-Yong Koo, Kwan-Young Bak
2024 J jnl
Locally penalized single-index model using B-splines and spherical coordinates.
Commun. Stat. Simul. Comput.
Jae-Hwan Jhong, Jae-Young Kim, Jae-Deok Lee, Ja-Yong Koo
2021 J jnl
Change Point Detection Using Penalized Multidegree Splines.
Axioms
Eun-Ji Lee, Jae-Hwan Jhong
2021 J jnl
Penalized I-spline monotone regression estimation.
Commun. Stat. Simul. Comput.
Junsouk Choi, Jungjun Lee, Jae-Hwan Jhong, Ja-Yong Koo
2021 J jnl
Penalized logspline density estimation using total variation penalty.
Comput. Stat. Data Anal.
Kwan-Young Bak, Jae-Hwan Jhong, Jung-Jun Lee, Jae-Kyung Shin, Ja-Yong Koo
2020 J jnl
Penalized log-density estimation using Legendre polynomials.
Commun. Stat. Simul. Comput.
Jung-Jun Lee, Jae-Hwan Jhong, Young-Rae Cho, Sunghwan Kim, Ja-Yong Koo
2019 J jnl
Simultaneous estimation of quantile regression functions using B-splines and total variation penalty.
Comput. Stat. Data Anal.
Jae-Hwan Jhong, Ja-Yong Koo
2018 J jnl
Variable Selection and Joint Estimation of Mean and Covariance Models with an Application to eQTL Data.
Comput. Math. Methods Medicine
Jung-Jun Lee, Sunghwan Kim, Jae-Hwan Jhong, Ja-Yong Koo
2017 J jnl
Erratum to: Meta-analytic support vector machine for integrating multiple omics data.
BioData Min.
Sunghwan Kim, Jae-Hwan Jhong, Jung-Jun Lee, Ja-Yong Koo
2017 J jnl
Meta-analytic support vector machine for integrating multiple omics data.
BioData Min.
Sunghwan Kim, Jae-Hwan Jhong, Jung-Jun Lee, Ja-Yong Koo
2017 J jnl
Node-Structured Integrative Gaussian Graphical Model Guided by Pathway Information.
Comput. Math. Methods Medicine
Sunghwan Kim, Jae-Hwan Jhong, Jung-Jun Lee, Ja-Yong Koo, ByungYong Lee, Sungwon Han