Cheolwoo Park

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 10

Top Topics

Cluster Analysis

Top Venues

Comput. Stat. Data Anal.

Publications

Jinyang Chen, Cheolwoo Park
A deep learning paradigm for medical imaging data. Expert Syst. Appl. 255 (2024)
Il-Suk Kang, Hosik Choi, Young Joo Yoon, Junyoung Park, Soon-Sun Kwon, Cheolwoo Park
Fréchet distance-based cluster analysis for multi-dimensional functional data. Stat. Comput. 33 (4) (2023)
Bonwoo Lee, Jeongyoun Ahn, Cheolwoo Park
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy. NeurIPS (2023)
Junyoung Park, Jeongyoun Ahn, Cheolwoo Park
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation. ICML (2023)
Minje Park, Jaeseon Kim, Sungchul Shin, Cheolwoo Park, Jong-June Jeon, Soon-Sun Kwon, Hosik Choi
Quantile estimation for encrypted data. Appl. Intell. 53 (21) (2023)
Junyoung Park, Changwon Yoon, Cheolwoo Park, Jeongyoun Ahn
Kernel Methods for Radial Transformed Compositional Data with Many Zeros. ICML (2022)
Arunava Samaddar, Brooke S. Jackson, Christopher J. Helms, Nicole A. Lazar, Jennifer E. McDowell, Cheolwoo Park
A group comparison in fMRI data using a semiparametric model under shape invariance. Comput. Stat. Data Anal. 167 (2022)
Jinyang Chen, Cheolwoo Park, Yuan Ke
Learning High Dimensional Multi-response Linear Models with Non-oracular Quantum Search. QCE (2022)
J. C. Poythress, Jeongyoun Ahn, Cheolwoo Park
Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data. J. Comput. Graph. Stat. 31 (1) (2022)
Li-Yu Wang, Cheolwoo Park, Kyupil Yeon, Hosik Choi
Tracking concept drift using a constrained penalized regression combiner. Comput. Stat. Data Anal. 108 (2017)
Yongho Jeon, Jeongyoun Ahn, Cheolwoo Park
A Nonparametric Kernel Approach to Interval-Valued Data Analysis. Technometrics 57 (4) (2015)
Cheolwoo Park, Jib Huh
Statistical inference and visualization in scale-space using local likelihood. Comput. Stat. Data Anal. 57 (1) (2013)
Jeongyoun Ahn, Muliang Peng, Cheolwoo Park, Yongho Jeon
A resampling approach for interval-valued data regression. Stat. Anal. Data Min. 5 (4) (2012)
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, Kevin Jeffay, F. Donelson Smith
Analysis of dependence among size, rate and duration in internet flows CoRR (2010)
Cheolwoo Park, Kee-Hoon Kang
SiZer analysis for the comparison of regression curves. Comput. Stat. Data Anal. 52 (8) (2008)
Cheolwoo Park, Fred Godtliebsen, Murad S. Taqqu, Stilian Stoev, J. S. Marron
Visualization and inference based on wavelet coefficients, SiZer and SiNos. Comput. Stat. Data Anal. 51 (12) (2007)
Yufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn
penalty. Comput. Stat. Data Anal. 51 (12) (2007)
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, George Michailidis, J. S. Marron
LASS: a tool for the local analysis of self-similarity. Comput. Stat. Data Anal. 50 (9) (2006)
Cheolwoo Park, H. Shen, J. S. Marron, Félix Hernández-Campos, Darryl Veitch
Capturing the Elusive Poissonity in Web Traffic. MASCOTS (2006)
Hao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park
Gene selection using support vector machines with non-convex penalty. Bioinform. 22 (1) (2006)
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, F. Donelson Smith
Long-range dependence in a changing Internet traffic mix. Comput. Networks 48 (3) (2005)
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, J. S. Marron
On the wavelet spectrum diagnostic for Hurst parameter estimation in the analysis of Internet traffic. Comput. Networks 48 (3) (2005)