Publications
Lee, N., Park, J., Lee, Y., Lee, S., Shin, N. and Jung, H. (2026) Latent Space Network Model for the Popularity Effect, with Applications to Bitcoin Networks, Journal of Applied Statistics, Vol.53, No.11, pp.2084-2103 [link]
Bae, Y., Kim, M., Park, J.H., Lee, S.W., and Jung, H. (2026) Risk of depression following cervical spinal cord injury: a nationwide cohort study, 2012–2023, Annals of Physical and Rehabilitation Medicine, Vol.69, No.6, pp.102138:1-9 [link]
Bae, Y., Jang, M., Bak, K-Y., Park, J.H., Shin, W-S., Jeon, S.R., and Jung, H. (2026) Association between irritable bowel syndrome and Guillain–Barré syndrome-related immune-mediated peripheral neuropathies: A nationwide cohort study, Journal of Neuroimmunology, Vol.418, pp.578961:1-8 [link]
Kang, H., Lee, J., Jung, H. and Lee, N. (2026) Predictive Modeling for Drug Repurposing Using Side-Effect and Toxicity Similarities, Journal of The Korean Data Analysis Society, Vol.28, No.2, pp.45-58 [link]
Yang, D., Choi, T., Park, J., Jung, H., Kim, Y., Hashizume, M., and Chung, Y. (2026) Nonparametric Bayesian Meta-Analysis Model with Change Point Detection: A Case Study on Time-Varying Temperature-Mortality Associations, Statistics in Medicine, Vol.45, pp.e70506:1-17 [link]
Lee, Y., Lee, S.W., Lee, Y., Jung, H. and Bae, Y. (2026) Association Between Retinal Vascular Disease and Subsequent Stroke Risk: A Nationwide Cohort Study, Internal Medicine Journal, Vol.56, No.3, pp.433-441 [link]
Bae, Y., Song, C., Kim, S., Lee, S.W. and Jung, H. (2026) Risk of Somatoform and Sleep-Related Disorders in Parkinson’s Disease: A Nationwide Matched Cohort Study, Sleep Medicine, Vol.142, pp.108881:1-9 [link]
Lee, S.W., Kang, C., Lee, S., Jung, H. and Bae, Y. (2026) Psychiatric Morbidity Following Adult Scoliosis: A 10-year Nationwide Cohort Study in South Korea, Annals of Clinical Psychiatry, Vol.37, No.1, pp.47-54 [link]
Bae, Y., Lee, S.W., Seo, S., Han, J., Yang, D., Park, J.H. and Jung, H. (2026) Risk of Total Hip Arthroplasty following Lumbar Fusion Surgery in a Nationwide Cohort Study, Scientific Reports, Vol.16, pp.5670:1-12 [link]
Jung, H., Phoa, F.K.H. and Kim, S.H. (2026) Preferential Attachment Hypergraph Model with Randomized Hyperedge Count and Size, IEEE Transactions on Network Science and Engineering, Vol.13, pp.5145-5157 [link]
Lee, S.W., Lee, Y., Kang, C., Cho, H., Shin, N., Kim, S., Jung, H. and Bae, Y. (2026) Time-dependent Risk of Stroke Following Epilepsy: A Nationwide Cohort Study in South Korea, Epilepsy Research, Vol.219, pp.107695 [link]
Yang, D., Park, J., Jung, H. and Chung, Y. (2025) Profile Monitoring via a Nonparametric Bayesian Online Learning Framework, Journal of Quality Technology, Vol.57, No.5, pp.415-439 [link]
Kang, C., Lee, S.W., Jung, H. and Bae, Y. (2025) Psychiatric Morbidity Following Intestinal Infectious Diseases: A Nationwide Cohort Study in South Korea, Stress and Health, Vol.41, No.5, pp.e70103:1-e70103:11 [link]
Shin, N., Lee, Y., Moon, H., Kim, J. and Jung, H. (2025) Explainable Paper Classification System Using Topic Modeling and SHAP, Intelligent Data Analysis, Vol.29, No.3, pp.590-612. [link]
Lai, M-Y., Phoa, F.K.H., Liu, H.P., and Jung, H. (2025) A Comprehensive Analysis of Popularity Effects in Scientific Collaboration via Dynamic Parameter Estimations, Complex Networks & Their Applications XIII, pp.424-436 [link]
Lee, S., Kim, M., Jung, H. and Hong, M. (2025) Emerging Technology Analysis Based on Patent Applications Using the Topic Emergence Map Method, Journal of The Korean Data Analysis Society, Vol.27, No.1, pp.45-58 [link]
Park, J., Lee, Y., Yang, D., Park, J. and Jung, H. (2024) Artwork Pricing Model Integrating the Popularity and Ability of Artists, AStA Advances in Statistical Analysis, Vol.108, pp.889-913 [link]
Oh, G., Shin, N., Lee, S., Lee, Y., Jung, H. and Hong, M. (2024) Analysis and Prediction of R&D Investment Portfolio Based on Topic Modeling, Journal of The Korean Data Analysis Society, Vol.26, No.4, pp.993-1004 [link]
Bae, Y., Jung, H., Shin, N., Rahmati, M., Udeh, R., Kazemi, A., Li, Y., Solmi, M., Syafrudin, M., Fitriyani, N.L., Fond, G., Boyer, L. and Lee, S.W. (2024) Musculoskeletal Morbidity in Adults with Spinal Cord Injuries: A Nationwide Cohort Study, NeuroRehabilitation, Vol.54, No.5, pp.599-610 [link]
Lee, Y. and Jung, H., (2023) Keyword Analysis of Twitter Data on New Digital Technology through Topic Modeling and ERGM, Journal of The Korean Data Analysis Society, Vol.25, No.6, pp.2093-2107 [link]
Lee, S. and Jung, H., (2023) Analysis of Korea and Global Monopoly Research Trends Using Topic Modeling and Time-Series Analysis, Journal of The Korean Data Analysis Society, Vol.25, No.5, pp.1683-1699 [link]
Jung, H., (2023) Eliminating the Biases of User Influence and Item Popularity in Bipartite Networks: A Case Study of Flickr and Netflix, Physica A: Statistical Mechanics and its Applications, Vol.618, pp.128695:1-128695:14 [link]
Kim, D., Lee, S. and Jung, H., (2023) A Time-Series Model for Varying Worker Ability in Heterogeneous Distributed Computing Systems, Applied Sciences, Vol.13, No.8, pp.4993:1-4993:18 [link]
Jung, H., Phoa, F.K.H. and Ashouri, M. (2022) A Leading Author Model for the Popularity Effect on Scientific Collaboration, Complex Networks & Their Applications X, pp.424-437 [link]
Jung, H. and Phoa, F.K.H. (2021) On the Effects of Capability and Popularity on Network Dynamics with Applications to YouTube and Twitch Networks, Physica A: Statistical Mechanics and its Applications, Vol.571, pp.125663:1-125663:11 [link]
Jung, H. and Phoa, F.K.H. (2021) A Mixture Model of Truncated Zeta Distributions with Applications to Scientific Collaboration Networks, Entropy, Vol.23, No.5, pp.502:1-502:16 [link]
Jung, H. and Phoa, F.K.H. (2021) Analysis of a Finite Mixture of Truncated Zeta Distributions for Degree Distribution, Complex Networks & Their Applications IX, pp.497-507 [link]
Jung, H., Lee, J.G., Lee, N. and Kim, S.H. (2020) PTEM: A Popularity-based Topical Expertise Model for Community Question Answering, Annals of Applied Statistics, Vol.14, No.3, pp.1304-1325 [link] [code]
Jung, H., Lee, J.G. and Kim, S.H. (2020) On the Analysis of Fitness Change: Fitness-Popularity Dynamic Network Model with Varying Fitness, Journal of Statistical Mechanics: Theory and Experiment, Vol.2020, No.4, pp.043407:1-043407:21 [link]
Lee, J., Jang, G., Jung, H., Lee, J.G. and Lee, U. (2019) Maximizing MapReduce Job Speed and Reliability in the Mobile Cloud by Optimizing Task Allocation, Pervasive and Mobile Computing, Vol.60, pp.101082:1-101082:24 [link]
Jung, H., Lee, J.G., Lee, N. and Kim, S.H. (2018) Comparison of Fitness and Popularity: Fitness-Popularity Dynamic Network Model, Journal of Statistical Mechanics: Theory and Experiment, Vol.2018, No.12, pp.123403:1-123403:15 [link] [code]