연구성과

연구성과 및 주요 학술활동입니다.

Publications

Functional Data Analysis of Human Drivers' Car-following Behavior in the Mixed Traffic of Human-driven Vehicles and Autonomous Vehicles

Yujin Park, Chris Lee, Eunsik Kim, Jae Keun Yoo, Kyongwon Kim (2026) · Transportation Letters

Nonlinear functional sufficient dimension reduction via principal fitted components

Minjee Kim*, Yujin Park*, Kyongwon Kim, Jae Keun Yoo (2025) · Statistics and Computing

On sufficient dimension reduction methods based on a graphical model with non-concave penalty

Yujin Park, Kyongwon Kim, Jae Keun Yoo (2025) · Statistics and Computing

Using noise filtering and sufficient dimension reduction method on unstructured economic data

Jae Keun Yoo*, Yujin Park*, Beomseok Seo (2024) · The Korean Journal of Applied Statistics

On cross-distance selection algorithm for hybrid sufficient dimension reduction

Yujin Park, Kyongwon Kim, Jae Keun Yoo (2022) · Computational Statistics & Data Analysis

Machine learning approach for study on subway passenger flow

Yujin Park, Yoonhee Choi, Kyongwon Kim, Jae Keun Yoo (2022) · Scientific Reports

* Co-first Author

Effective Yield Prediction for High-Dimensional Semiconductor Manufacturing Data via Sufficient Dimension Reduction

Yujin Park · Work in Progress

Bootstrap Inference for Functional Data in RKHS under Non-Gaussian Errors

Sojin Kim, Yujin Park^ · Work in Progress

Estimating Dynamic Price of Anarchy in Urban Road Networks: A Spatio-Temporal Graph Neural Network Approach

Haram Oh, Yujin Park^ · Work in Progress

^ Corresponding Author

Functional Data Analysis and Dimension Reduction

Yujin Park 연세대학교 의료통계학과 세미나 · 2026

On cross-distance selection algorithm for hybrid sufficient dimension reduction

Yujin Park, Kyongwon Kim, Jae Keun Yoo CMSTAT · 2023

Peer Review

Quality and Quantity · Discover Artificial Intelligence · Travel Behaviour and Society · Scientific Reports · IEEE Access

통계 분석 자문

건강보험공단 · 2026