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Author

Won Son

Observed names: W. Son, Won Jun Son
ORCID: 0000-0002-9553-3680
Observed ORCID: 0000-0002-9553-3680
OpenAlex ID: A5076146904
Statistical completion of a partially identified graph with applications for the estimation of gene regulatory networks
2015 · Donghyeon Yu, Won Son, et al. · Biostatistics · 12
Estimation of Individualized Probabilities of Developing Breast Cancer for Korean Women
2008 · Sun Ho Kim, Y.S. Chae, et al. · Journal of the Korean Surgical Society · 8
Properties of chi-square statistic and information gain for feature selection of imbalanced text data
2022 · Hye In Mun, Won Son · Korean Journal of Applied Statistics · 6
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Modified path algorithm of fused Lasso signal approximator for consistent recovery of change points
2018 · Won Son, Johan Lim · Journal of Statistical Planning and Inference · 5
Tuning parameter selection in fused lasso signal approximator with false discovery rate control
2023 · Won Son, Johan Lim, et al. · Brazilian Journal of Probability and Statistics · 4
Skewness of chi-square statistic for imbalanced text data
2020 · Won Son · Journal of the Korean Data and Information Science Society · 4
Feature selection for text data via topic modeling
2022 · Woosol Jang, Ye Eun Kim, et al. · Korean Journal of Applied Statistics · 3
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Covariate‐dependent control limits for the detection of abnormal price changes in scanner data
2020 · Youngrae Kim, Sangkyun Kim, et al. · Applied Stochastic Models in Business and Industry · 3
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Feature selection for text data via sparse principal component analysis
2023 · Won Son · Korean Journal of Applied Statistics · 2
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Path algorithms for fused lasso signal approximator with application to COVID‐19 spread in Korea
2022 · Won Son, Johan Lim, et al. · International Statistical Review · 2
A New Integral Representation of the Coverage Probability of a Random Convex Hull
2015 · Won Son, Chi Tim Ng, et al. · Communications for Statistical Applications and Methods · 2
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Improving minority prediction performance of support vector machine for imbalanced text data via feature selection and SMOTE
2024 · Jongchan Kim, Seong Jun Chang, et al. · Korean Journal of Applied Statistics · 1
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Bias-reduced ℓ1-trend filtering
2023 · Donghyeon Yu, Johan Lim, et al. · Communications for Statistical Applications and Methods · 1
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SportLight: statistically principled crowdsourcing method for sports highlight selection
2021 · Jiwon Jung, Seyong Ha, et al. · Journal of the Korean Statistical Society · 1
A Least Squares Method for Detecting Multiple Change Points in a Univariate Time Series
2018 · Kyu S. Hahn, Won Son, et al. · ICSA book series in statistics · 1
Sparse Matrix Computation in Mixed Effects Model
2015 · Won Son, Yong-Tae Park, et al. · Korean Journal of Applied Statistics · 1
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Raw-Cooked Color Orientation of Food Package Design and Consumer Perceptual Congruence : A Color Difference (ΔE) Analysis of Seven HMR Food Categories
2026 · Ah Yoon Kang, Won Jun Son · Korea Institute of Design Research Society
Identification of sports game highlights using live comments data
2024 · Yeeun Kim, Won Son · Korean Journal of Applied Statistics
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Asymptotic of the number of false change points of the fused lasso signal approximator
2024 · Donghyeon Yu, Johan Lim, et al. · Journal of the Korean Statistical Society
Automatic topic boundary detection via Dirichlet allocation and CUSUM statistic
2023 · Won Son · Journal of the Korean Data and Information Science Society
Denoising 2-dimensional images using the fused lasso signal approximator for improving classification accuracy
2023 · Won Son · Journal of the Korean Data and Information Science Society
Wild binary segmentation algorithm for consistent multiple change points detection via the fused LASSO signal approximator
2022 · Woosol Jang, Won Son · Journal of the Korean Data and Information Science Society
Statistical Models in Scanner Data
2022 · Sungim Lee, Won Son · Wiley eBooks
An empirical comparison of the CUSUM and the FLSA for change points detection
2021 · Garyeong Lee, Won Son, et al. · Journal of the Korean Data and Information Science Society
Introduction to numba library in Python for efficient statistical computing
2020 · Younsang Cho, Donghyeon Yu, et al.
Works count: 32
Citation count: 56
H-index: 4
I10-index: 1
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