Publications
Bae, Y., Kang, C., Choi, U., Jung, H. and Lee, S.W. (2025+) Time-Dependent Risk of Dementia Following Epilepsy Diagnosis: A Nationwide Cohort Study in South Korea, Archives of Clinical Neuropsychology, accepted. [link]
Yang, D., Park, J., Jung, H. and Chung, Y. (2025+) Profile Monitoring via a Nonparametric Bayesian Online Learning Framework, Journal of Quality Technology, accepted. [link]
Bae, Y., Kang, C., Choi, U., Jung, H. and Lee, S.W. (2025+) Risk of Mood Disorders after Epilepsy Diagnosis: A Nationwide Retrospective Cohort Study in South Korea, International Journal of Psychiatry in Medicine, accepted. [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]
Lee, S.W., Kang, C., Choi, U., Jung, H. and Bae, Y. (2025) Risk of Anxiety Disorders after Epilepsy Diagnosis: A Nationwide Retrospective Cohort Study, Epilepsy & Behavior, Vol.171, pp.110602 [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]