College of Commerce and Economics

Research output

Research output per year 1990 2012 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 41459 Citations
• 91 h-index
• 1302 Article
• 70 Conference contribution
• 19 Conference article
• 19 Review article
• 50 More
  • 15 Chapter
  • 13 Comment/debate
  • 11 Paper
  • 6 Editorial
  • 4 Letter
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2025

  Adaptive Oversampling via Density Estimation for Online Imbalanced Classification

  Lee, D. & Kim, H., 2025 Jan, In: Information (Switzerland). 16, 1, 23.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Minority Class 100%
  • Classification Performance 100%
  • Electronic Learning 100%
  • Research Problem 50%
  • Concept Drift 50%

• A new skewness adjustment for Solvency II SCR standard formula

  Kim, H., Kim, J. & Kim, J. H. T., 2025, (Accepted/In press) In: Scandinavian Actuarial Journal.

  Research output: Contribution to journal › Article › peer-review

  • Capital Requirements 100%
  • Skewness 100%
  • Theory of Value 16%
  • Extreme Value 16%

• Comparing the innovation impacts on firms: Pilot vs. National Carbon Emission Trading Schemes in China

  Zhao, T., Ke, H. & Zhang, N., 2025 Jan 1, In: Applied Energy. 377, 124414.

  Research output: Contribution to journal › Article › peer-review

  • Greenhouse Gas Emissions 100%
  • Emission Trading 100%
  • Aviation Employees 100%
  • Difference-In-Differences 20%
  • Developing Countries 20%
  2 Citations (Scopus)

• Density Estimation-Based Stein Variational Gradient Descent

  Kim, J., Lee, B., Min, C., Park, J. & Ryu, K., 2025 Feb, In: Cognitive Computation. 17, 1, 5.

  Research output: Contribution to journal › Article › peer-review

  • Density Estimation 100%
  • target distribution π 66%
  • Bayesian 16%
  • Weighted Average 16%
  • Kernel Density Estimation 16%

• Distributed quantum machine learning via classical communication

  Hwang, K., Lim, H. T., Kim, Y. S., Park, D. K. & Kim, Y., 2025 Jan, In: Quantum Science and Technology. 10, 1, 015059.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Quantum Machine Learning 100%
  • Machine Learning 100%
  • Data Classification 20%
  • Convolutional Neural Network 20%
  • Synthetic Datasets 20%

• Does Economic Policy Uncertainty differ from other uncertainty measures? Replication of Baker, Bloom, and Davis (2016)

  Bae, S., Jo, S. & Shim, M., 2025 Feb, In: Canadian Journal of Economics. 58, 1, p. 40-74 35 p.

  Research output: Contribution to journal › Article › peer-review

  • Economic Policy Uncertainty 100%

• Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series

  Choi, J., Hur, T., Park, D. K., Shin, N. Y., Lee, S. K., Lee, H. & Han, S., 2025 Feb 15, In: Knowledge-Based Systems. 310, 112922.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Functional State 100%
  • Cognitive Disorders 100%
  • Neural Network 100%
  • Functional Magnetic Resonance Imaging 100%

• Energy Trade Access and Market Monopoly: Evidence from China's Power Sector

  Zhao, Y. & Zhang, N., 2025 Jan, In: World Development. 185, 106797.

  Research output: Contribution to journal › Article › peer-review

  • Import Restriction 100%
  1 Citation (Scopus)

• EX-Ante Information Heterogeneity in Global Games Models with Application to Team Production

  Kim, S., Shim, M. & Song, D., 2025, (Accepted/In press) In: B.E. Journal of Theoretical Economics.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Private Information 100%

• Expressivity of deterministic quantum computation with one qubit

  Kim, Y. & Park, D. K., 2025 Feb, In: Physical Review A. 111, 2, 022429.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Quantum Computing 100%
  • Quantum Dot 100%
  • Learning System 100%
  • Neural Network 33%
  • Machine Learning 27%

• Extreme precipitation, energy poverty and the moderating effects of digital inclusive finance: Evidence from China's householders

  Zhao, Y., Dong, L., Sun, Y. & Zhang, N., 2025 Mar, In: Environmental Impact Assessment Review. 112, 107849.

  Research output: Contribution to journal › Article › peer-review

  • Climate Change 100%
  • Climatic Change 100%
  • Digital Inclusive Finance 100%
  • Extreme Precipitation 100%

• Fog-free training for foggy scene understanding

  Lee, M., Song, K. & Choe, J., 2025 Mar, In: Pattern Recognition Letters. 189, p. 129-135 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Virtual Domain 100%

• Forecasting the Confirmed COVID-19 Cases Using Modal Regression

  Jing, X. & Cho, J., 2025, (Accepted/In press) In: Journal of Forecasting.

  Research output: Contribution to journal › Article › peer-review

  • Median 100%
  • COVID-19 100%
  • Quantile Function 66%
  • Time Series 33%
  • Japan 33%

• Geopolitical risk and U.S. foreign portfolio investment: A tale of advanced and emerging markets

  Choi, S. & Havel, J., 2025 Feb, In: Journal of International Money and Finance. 151, 103253.

  Research output: Contribution to journal › Article › peer-review

  • Emerging Economies 100%
  • Geopolitical Risks 100%
  • Foreign Portfolio Investment 100%
  • Contagion Effect 33%
  • Investors 16%

• GFML: Gravity function for metric learning

  Byun, H., Lim, S. & Song, K., 2025 Jan, In: Engineering Applications of Artificial Intelligence. 139, 109463.

  Research output: Contribution to journal › Article › peer-review

  • Based Metric Learning 100%
  • Image Classification 20%
  • Distance Metric 20%
  • Machine Learning Algorithm 20%
  • Recommender Systems 20%

• How does the carbon market influence the marginal abatement cost? Evidence from China's coal-fired power plants

  Huang, X., Zhou, T. & Zhang, N., 2025 Jan 15, In: Applied Energy. 378, 124822.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Carbon Market 100%
  • Cost Implication 25%
  • Administrative Control 25%
  1 Citation (Scopus)

• Maximizing adjusted covariance: new supervised dimension reduction for classification

  Park, H., Kim, H. & Lee, Y. S., 2025 Jan, In: Computational Statistics. 40, 1, p. 573-599 27 p., e96944.

  Research output: Contribution to journal › Article › peer-review

  • Covariance 100%
  • Linear Dimension 100%
  • Reduction Method 60%
  • Classification Performance 25%
  • Classification Accuracy 25%

• Optical Coherence Tomography Image Enhancement and Layer Detection Using Cycle-GAN

  Kim, Y. E., Lee, E. J., Yoon, J. S., Kwak, J. & Kim, H., 2025 Feb, In: Diagnostics. 15, 3, 277.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tomography 100%
  • Image Enhancement 100%
  • Deep Learning Method 100%
  • Degree Of Similarity 33%
  • Image Transformation 25%

• Optimising computer vision-based ergonomic assessments: sensitivity to camera position and monocular 3D pose model

  Murugan, A. S., Noh, G., Jung, H., Kim, E., Kim, K., You, H. & Boufama, B., 2025, In: Ergonomics. 68, 1, p. 120-137 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Computer Vision 100%
  • Ergonomics 100%
  3 Citations (Scopus)

• Reduced-rank mean estimation for projective-resampling informative predictor subspace

  Jang, J., Lee, H. & Yoo, J. K., 2025, (Accepted/In press) In: Journal of the Korean Statistical Society.

  Research output: Contribution to journal › Article › peer-review

  • Projective 100%
  • Means Estimation 100%
  • Superiority 50%
  • Multivariate Regression 50%
  • Numerical Analysis 50%

• Robust optimization for PPG-based blood pressure estimation

  Lim, S., Kim, T., Lee, H., Kim, Y., Park, M., Kim, K. Y., Kim, M., Kim, K. H., Jung, J. & Song, K., 2025 Jul, In: Biomedical Signal Processing and Control. 105, 107585.

  Research output: Contribution to journal › Article › peer-review

  • Robust Optimization 100%
  • Estimation Approach 100%
  • Minimizes 100%
  • Performance Model 100%
  • Blood Pressure 100%

• TC-BERT: large-scale language model for Korean technology commercialization documents

  Kim, T., Oh, C., Hwang, H., Lee, E., Kim, Y., Choi, Y., Kim, S., Choi, H. & Song, K., 2025 Jan, In: Journal of Supercomputing. 81, 1, 163.

  Research output: Contribution to journal › Article › peer-review

  • Keyword Extraction 100%
  • Domain-specific language 50%
  • Document Classification 50%
  • Documents Embedding 50%

• The cleanup of US manufacturing through pollution offshoring

  Choi, J., Hyun, J., Kim, G. & Park, Z., 2025 Mar, In: Journal of International Economics. 154, 104046.

  Research output: Contribution to journal › Article › peer-review

  • Trade Policy Uncertainty 100%

• The effect of low-skilled immigration on local productivity and amenities: Learning from the South Korean experience

  Kim, H., Lee, J. & Peri, G., 2025 Mar, In: Journal of Urban Economics. 146, 103738.

  Research output: Contribution to journal › Article › peer-review

  • Equilibrium Model 100%
  • Net Wage 100%
  • Spatial Equilibrium Model 100%

• The role of bureaucratic incentives in the effectiveness of environmental regulations: Evidence from China

  Yu, H., Zhang, G. & Zhang, N., 2025 Feb, In: Resource and Energy Economics. 81, 101474.

  Research output: Contribution to journal › Article › peer-review

  • Environmental Standard 100%
  • Sulphur Emissions 66%
  • Local Government 33%
  • Environmental Policy 33%
• 2024

  A Bayesian adaptive biomarker stratified phase II randomized clinical trial design for radiotherapies with competing risk survival outcomes

  Park, J., Hu, W., Jin, I. H., Liu, H. & Zang, Y., 2024 Jan, In: Statistical Methods in Medical Research. 33, 1, p. 80-95 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Bayesian 100%
  • Trial Design 100%
  • Competing Risk 100%
  • Treatment Effect 50%
  • Primary Endpoint 25%

• A Bayesian convolutional neural network-based generalized linear model

  Jeon, Y., Chang, W., Jeong, S., Han, S. & Park, J., 2024 Jun, In: Biometrics. 80, 2, ujae057.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Approximation Function 100%
  • Covariate Vector 100%
  • Bayesian Approach 100%
  • Uncertainty Quantification 100%
  • Multiple Realisation 100%
  1 Citation (Scopus)

• Adaptation to temperature extremes in Chinese agriculture, 1981 to 2010

  Wang, D., Zhang, P., Chen, S. & Zhang, N., 2024 Jan, In: Journal of Development Economics. 166, 103196.

  Research output: Contribution to journal › Article › peer-review

  • Climate Change 100%
  • Climatic Change 100%
  • Crop Yield 100%
  • Fixed Effects 100%
  • Difference-In-Differences 100%
  16 Citations (Scopus)

• After the Split: Market Efficiency of Bitcoin Cash

  Kim, H., Yi, E., Jeon, J., Park, T. & Ahn, K., 2024 Jul, In: Computational Economics. 64, 1, p. 411-427 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Bitcoin 100%
  • Efficient Market Hypothesis 100%
  • Arbitrage 9%
  • Cryptocurrency 9%
  2 Citations (Scopus)

• A general model-checking procedure for semiparametric accelerated failure time models

  Choi, D., Bae, W., Yan, J. & Kang, S., 2024 Jun, In: Statistics and Computing. 34, 3, 117.

  Research output: Contribution to journal › Article › peer-review

  • Failure Time 100%
  • Functional Form 25%
  1 Citation (Scopus)

• Air quality and tourism orders: a quasi-experimental study

  Chang, D., Zhang, N., Gao, J. & Zhang, T., 2024, (Accepted/In press) In: Current Issues in Tourism.

  Research output: Contribution to journal › Article › peer-review

  • Regression Discontinuity Design 100%
  • Fixed Effects 50%

• Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study

  So, J. H., Chang, J., Kim, E., Na, J., Choi, J. Y., Sohn, J. Y., Kim, B. H. & Chu, S. H., 2024, In: JMIR Formative Research. 8, e58418.

  Research output: Contribution to journal › Article › peer-review

  • Stressors 100%
  • Mental Health 100%
  • Alanine Aminotransferase 100%
  • Interview Transcript 25%
  • Traumatic Event 25%
  1 Citation (Scopus)

• An econometric identification of abnormally low bids in the procurement market: discriminant analysis

  Jeong, J., Lee, H. & Kim, J. J., 2024 Mar, In: Journal of Industrial and Business Economics. 51, 1, p. 211-234 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Procurement 100%
  • Market 100%
  • Discriminant Analysis 66%
  • Econometrics 66%
  • Accounting 33%

• AR-ADASYN: angle radius-adaptive synthetic data generation approach for imbalanced learning

  Park, H. & Kim, H., 2024 Oct, In: Statistics and Computing. 34, 5, 166.

  Research output: Contribution to journal › Article › peer-review

  • Data Generation 100%
  • Minority Class 100%
  • Synthetic Data 100%
  • Classification Performance 66%
  • Information Loss 33%
  2 Citations (Scopus)

• A unified approach to determinacy conditions with regime switching

  Barthélemy, J., Cho, S. & Marx, M., 2024 Oct, In: Review of Economic Dynamics. 54, 101240.

  Research output: Contribution to journal › Article › peer-review

  • Mean Square 100%
  • Rational Expectation 100%
  • Stable Equilibrium 50%

• Bayesian hierarchical spatial model for small-area estimation with non-ignorable nonresponses and its application to the NHANES dental caries data

  Jin, I. H., Liu, F., Park, J., Eugenio, E. & Liu, S., 2024 Dec, In: Journal of the Korean Statistical Society. 53, 4, p. 949-969 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Nonresponse 100%
  • Missing At Random 33%

• Bayesian Vector Autoregression Analysis of Chinese Coal-Fired Thermal Power Plants

  Zhang, N. & Li, H., 2024 Oct, In: Sustainability (Switzerland). 16, 19, 8447.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Carbon Dioxide Emission 100%
  • Vector Autoregression 100%
  • Emission Peak 50%
  • Energy Consumption 40%
  • Energy Generation 40%

• Bibimbap: Pre-trained models ensemble for Domain Generalization

  Kang, J., Kim, T., Kim, Y., Oh, C., Jung, J., Chang, R. & Song, K., 2024 Jul, In: Pattern Recognition. 151, 110391.

  Research output: Contribution to journal › Article › peer-review

  • Ensemble Diversity 100%
  • Machine Learning 100%
  • Imagenet Dataset 50%
  3 Citations (Scopus)

• Bound by ancestors: Immigration, credit frictions, and global supply chain formation

  Choi, J., Hyun, J. & Park, Z., 2024 Jan, In: Journal of International Economics. 147, 103855.

  Research output: Contribution to journal › Article › peer-review

  • Instrumental Variables 100%
  • Strategic Alliance 100%
  • Credit Rationing 100%
  • Transnational Corporation 100%
  • Trade in Services 100%
  1 Citation (Scopus)

• Can China's regional carbon market pilots improve power plants' energy efficiency?

  Zhang, N. & Wang, S., 2024 Jan, In: Energy Economics. 129, 107262.

  Research output: Contribution to journal › Article › peer-review

  • Aviation Employees 100%
  • Emission Trading Systems 100%
  • Carbon Market 100%
  • Technical Efficiency 20%
  • Greenhouse Gas Emissions 20%
  1 Citation (Scopus)

• Climate change and tourism demand: Risks for extreme heat?

  Chang, D., Bu, N., Zhang, N. & Xiao, H., 2024 Sept 15, In: Heliyon. 10, 17, e37186.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tourism Economics 100%
  • Destination Management 11%
  2 Citations (Scopus)

• Comparative efficacy of vericiguat to sacubitril/valsartan for patients with heart failure reduced ejection fraction: Systematic review and network meta-analysis

  Kang, D. W., Kang, S. H., Lee, K., Nam, K., Kim, E. S., Yoon, J. C. & Park, S. K., 2024 Apr 1, In: International Journal of Cardiology. 400, 131786.

  Research output: Contribution to journal › Article › peer-review

  • Vericiguat 100%
  • Heart Failure with Reduced Ejection Fraction 100%
  2 Citations (Scopus)

• Conditional independence testing for discrete distributions: Beyond χ²-and G-tests

  Kim, I., Neykov, M., Balakrishnan, S. & Wasserman, L., 2024, In: Electronic Journal of Statistics. 18, 2, p. 4767-4794 28 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Conditional Independence 100%
  1 Citation (Scopus)

• Control of Frequentist type I error rates in hierarchical linear models for multiregional clinical trials using a Bayesian method

  Kim, J., Kang, S. H., Jin, I. H. & Park, J., 2024, (Accepted/In press) In: Communications in Statistics: Simulation and Computation.

  Research output: Contribution to journal › Article › peer-review

  • Hierarchical Data 100%

• Cross-cultural comparison of body dimensions and trends: an analysis of ANSUR and Size Korea datasets for automotive seating design

  Kang, J., Jeon, H., Kim, E., Kim, K., Jung, H. & Lee, C., 2024, In: Ergonomics. 67, 1, p. 123-134 12 p.

  Research output: Contribution to journal › Article › peer-review
  2 Citations (Scopus)

• Deep Neural Network-Based Accelerated Failure Time Models Using Rank Loss

  Kim, G., Park, J. & Kang, S., 2024 Dec 10, In: Statistics in Medicine. 43, 28, p. 5331-5343 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Nonlinearity 100%
  • Error Distribution 50%
  • Sampling Technique 50%

• Dimension-agnostic inference using cross U-statistics

  Kim, I. & Ramdas, A., 2024 Feb, In: Bernoulli. 30, 1, p. 683-711 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Covariance 100%
  8 Citations (Scopus)

• Dirichlet stochastic weights averaging for graph neural networks

  Park, M., Chang, R. & Song, K., 2024 Nov, In: Applied Intelligence. 54, 21, p. 10516-10524 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Network 100%
  • Dirichlet Distribution 100%

• Disasters and capital accumulation: the case of Southeast Asia

  Molnar-Tanaka, K., Choi, B. G. & Park, J. J., 2024, (Accepted/In press) In: Applied Economics Letters.

  Research output: Contribution to journal › Article › peer-review

  • Capital Accumulation 100%
  • Dynamic Stochastic General Equilibrium 20%

• Does political conflict hurt immigration? Evidence from the South Korea–China THAAD dispute

  Kim, H. & Lee, J., 2024 Oct, In: Southern Economic Journal. 91, 2, p. 560-589 30 p.

  Research output: Contribution to journal › Article › peer-review

  • South Korea 100%
  • Dispute 100%
  • China 100%
  • Political Conflict 100%
  • Chinese People 100%