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Author

Hyukjun Gweon

Observed names: Gweon, Hyukjun, Hyukjun (Jay) Gweon
Institution: Western University
ORCID: 0000-0001-9035-984X
Observed ORCID: 0000-0001-9035-984X
OpenAlex ID: A5005141398
Three Methods for Occupation Coding Based on Statistical Learning
2017 · Hyukjun Gweon, Matthias Schonlau, et al. · Journal of Official Statistics · 48
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The k conditional nearest neighbor algorithm for classification and class probability estimation
2019 · Hyukjun Gweon, Matthias Schonlau, et al. · PeerJ Computer Science · 40
Automated Classification for Open-Ended Questions with BERT
2023 · Hyukjun Gweon, Matthias Schonlau · Journal of Survey Statistics and Methodology · 33
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A nearest neighbor-based active learning method and its application to time series classification
2021 · Hyukjun Gweon, Hao Yu · Pattern Recognition Letters · 26
Automatic Classification of Open-Ended Questions: Check-All-That-Apply Questions
2019 · Matthias Schonlau, Hyukjun Gweon, et al. · Social Science Computer Review · 20
An Effective Bias-corrected Bagging Method for the Valuation of Large Variable Annuity Portfolios
2020 · Hyukjun Gweon, Shu Li, et al. · Astin Bulletin · 19
Threshold Moving Approaches for Addressing the Class Imbalance Problem and their Application to Multi-label Classification
2020 · Xingfu Zhang, Hyukjun Gweon, et al. · International Conference on Advances in Image Processing (ICAIP) · 15
Random k conditional nearest neighbor for high-dimensional data
2025 · Jiaxuan Lu, Hyukjun Gweon · PeerJ Computer Science · 11
How reliable is your reliability diagram?
2019 · Hyukjun Gweon, Hao Yu · Pattern Recognition Letters · 10
Nearest labelset using double distances for multi-label classification
2019 · Hyukjun Gweon, Matthias Schonlau, et al. · PeerJ Computer Science · 7
Batch mode active learning framework and its application on valuing large variable annuity portfolios
2021 · Hyukjun Gweon, Shu Li · Insurance Mathematics and Economics · 6
A hybrid data mining framework for variable annuity portfolio valuation
2023 · Hyukjun Gweon, Shu Li · Astin Bulletin · 4
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A power-controlled reliability assessment for multi-class probabilistic classifiers
2022 · Hyukjun Gweon · Advances in Data Analysis and Classification · 4
Improving the Accuracy of Automated Occupation Coding at Any Production Rate
2016 · Hyukjun Gweon, Matthias Schonlau, et al. · SSRN Electronic Journal · 3
A nearest neighbor-based approach for improving the reliability of multiclass probabilistic classifiers
2024 · Hyukjun Gweon, Jiaxuan Lu · International Journal of Data Science and Analytics · 2
Statistical Learning Approaches to Some Classification Problems
2017 · Hyukjun Gweon · UWSpace (University of Waterloo) · 1
Multi-view ensemble learning for predictive analytics of telematics data using Bayesian model averaging
2026 · Hyukjun Gweon, Shu Li · Astin Bulletin
A Subspace Ensemble Framework for High-Dimensional Active Learning
2026 · Jiaxuan Lu, Hyukjun Gweon · Stats
A feature selection approach based on subset scoring for high-dimensional data
2026 · Jiaxuan Lu, Hyukjun Gweon · Knowledge-Based Systems
Book Review: Applied Statistical Learning: With Case Studies in Stata
2026 · Hyukjun (Jay) Gweon · SIAM Review
Socioeconomic and Regional Determinants of Inclusive Insurance Participation in Indonesia
2026 · Rika Fitriani, Hyukjun Gweon, et al. · Risks
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Power-controlled reliability tests for assessing probabilistic classifier calibration
2025 · Hongjun Sim, Hyukjun Gweon, et al. · Communications in Statistics - Simulation and Computation
Use of Prediction Bias in Active Learning and Its Application to Large Variable Annuity Portfolios
2024 · Hyukjun Gweon, Shu Li, et al. · Risks
Seasonal Decomposition for Geographical Time Series using Nonparametric Regression
2013 · Hyukjun Gweon, A. Ian McLeod · Scholarship@Western (Western University)
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Works count: 26
Citation count: 249
H-index: 9
I10-index: 9
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