Research Interest: Machine Learning, Gene Network Analysis, Symbolic Data Analysis, Differential Equation Model.
Son, D. and Kim, J. (2026) Bayesian validation of dynamic systems for biological networks, Journal of Computational Biology, 33(2), 267-279.
Lee, H., Kim, J., and Kim, J. (2025) Clustering methods for high-dimensional data, The Korean Journal of Applied Statistics, 38(5), 693-719.
Ryu, J., Oh, H., Sung, J., Ahn, G., Kim, H., Lee, S., Shin, M., and Kim, J. (2025) Forecasting SCFI using a deep learning model based on Time-LLM and news data, The Korean Journal of Applied Statistics, 38(4), 531--529.
Lee, H. and Kim, J. (2024) An iterative gene screening method using generalized linear measurement error models, Journal of Computational Biology, 31 (1), 71-82.
Jung, T. and Kim, J. (2023) A new support vector machine for categorical features, Expert Systems with Applications, 229, 120449.
Son, D. and Kim, J. (2023) Estimation of ODE models for gene regulatory networks through data cloning, Journal of Computational Biology, 30 (5), 609-618.
Lee, H. and Kim, J. (2022) A review of gene selection methods based on machine learning approaches, The Korean Journal of Applied Statistics, 35, 667-684.
Kim, Y. and Kim, J. (2022) Identification of new clusters from labelled data using mixture models, Journal of Computational Biology, 29 (6), 585-596.
Lee, Y. and Kim, J. (2022) Analysis of speech in game marketing video using text mining techniques, The Korean Journal of Applied Statistics, 35, 147-159.
Cho, S. and Kim, J. (2021) Intervention analysis for spread of COVID-19 in South Korea using SIR model, The Korean Journal of Applied Statistics, 34, 477-489.
Kang, J., Kim, H., Noh, H., Kang, B.-H., Kim, J., and Hong, S. (2020) SKA3 overexpression promotes cell proliferation and migration in breast cancer cell lines, Turkish Journal of Biochemistry, 45, 681-688.
Kim, S. and Kim, J. (2020) A new cluster validity index based on connectivity in selforganizing map, The Korean Journal of Applied Statistics, 33, 591-601.
Lee, H., Son, D., Kim, S., Oh, S., and Kim, J. (2020) Prediction and factors of Seoul apartment price using convolutional neural networks, The Korean Journal of Applied Statistics, 33, 603-614.
Yeo, B.-Y., Kim, J.-S., Kim, J., Kim, J.-Y., and Kang, Y.-G. (2019) Submandibular soft tissue changes after mandibular set-back surgery in skeletal Class III patients, Journal of Stomatology Oral and Maxillofacial Surgery, 120, 301-309.
Kim, Y. and Kim, J. (2019) Model validation in dynamic systems for time-course data with complex error structures, Journal of Chemometrics, 33: e3108.
Zhang, D.-D., Li, Y., Xu, Y., Kim, J., and Huang, S. (2019) Phosphodiesterase 7B/microRNA-200c relationship regulates triple-negative breast cancer cell growth, Oncogene, 38, 1106-1120.
Garren, J. M. and Kim, J. (2018) Bootstrapping time-course gene expression data for gene networks: Application to gene relevance networks, Journal of Computational Biology, 25, 1374-1384.
Kim, Y. and Kim, J. (2018) Estimation of dynamic systems for gene regulatory networks from dependent time-course data, Journal of Computational Biology, 25, 987-996.
Kim, J. and Billard, L. (2018) Double monothetic clustering for histogram-valued data, Communications for Statistical Applications and Methods, 25, 263-274.
Shin, G. and Kim, J. (2017) The optimal number of dimensions in linear discriminant analysis for sparse data, The Korean Journal of Applied Statistics, 30, 867-876.
Billard, L. and Kim, J. (2017) Hierarchical clustering for histogram data, WIREs Computational Statistics, 9:e1405.
Noonepalle, S.K., Gu, F., Lee, E.-J., Choi, J.-H., Han, Q., Kim, J., et al. (2017) Promoter methylation modulates indoleamine 2,3-dioxygenase 1 induction by activated T cells in human breast cancers, Cancer Immunology Research, 5, 330-344.
Kim, J. (2016) Validation and selection of ODE models for gene regulatory networks, Chemometrics & Intelligent Laboratory Systems, 157, 104-110.
Wang, Z., Kim, J., Teng, Y., Ding, H.-F., Zhang, J., Hai, T., Cowell, J.K., Yan, C. (2016) Loss of ATF3 promotes hormone-induced prostate carcinogenesis and the emergence of CK5+CK8+ epithelial cells, Oncogene, 35, 3555-3564.
Teng, Y., Ren, X., Li, H., Shull, H., Kim, J., and Cowell, J.K. (2016) Mitochondrial ATAD3A combines with GRP78 to regulate the WASF3 metastasis-promoting protein, Oncogene, 35, 333-343.
Kim, J. (2015) A divisive Clustering for mixed-feature-type symbolic data, The Korean Journal of Applied Statistics, 28, 1147-1161.
Kim, J. (2015) Cluster analysis for Seoul apartment price using symbolic data, Journal of the Korean Data & Information Science Society, 26, 1239-1247.
Wang, Z., Xu, D., Ding, H.-F., Kim, J., Zhang, J., Hai, T., Yan, C. (2015) Loss of ATF3 promotes Akt activation and prostate cancer development in a Pten knockout mouse model, Oncogene, 34, 4975–4984.
Hong, S., Noh, H., Teng, Y., Shao, J., Rehmani, H., Ding, H.-F., Dong, Z., Su, S.-B., Shi, H., Kim, J., and Huang, S. (2014) SHOX2 is a direct miR-375 target and a novel epithelial-to-mesenchymal transition inducer in breast cancer cells, Neoplasia, 16, 279--290.
Li, Y., Chao, F., Huang, B., Liu, D., Kim, J., and Huang, S. (2014) HOXC8 promotes breast tumorigenesis by transcriptionally facilitating cadherin-11 expression, Oncotarget, 5, 2596--2607.
Shao, J., Teng, Y., Padia, R., Hong, S., Noh, H., Xie, X., Mumm, J., Dong, Z., Ding, H., Cowell, J., Kim, J., Han, J., and Huang, S. (2013) COP1 and GSK3beta cooperate to promote c-Jun degradation and inhibit breast cancer cell tumorigenesis, Neoplasia, 15, 1075--1085.
Kim, J., Li, J., Venkatesh, S.G., Darling, D.S., and Rempala, G.A. (2013) Model discrimination in dynamic molecular systems: Application to parotid de-differentiation network, Journal of Computational Biology, 20, 524--539.
Kim, J. and Billard, L. (2013) Dissimilarity measures for histogram-valued observations, Communications in Statistics-Theory and Method, 42, 283--303.
Craciun, G., Kim, J., Pantea, C. and Rempala, G.A. (2013) Statistical model for biochemical network inference, Communications in Statistics-Simulation and Computation, 42, 121--137.
Kim, J. and Billard, L. (2012) Dissimilarity measures and divisive clustering for symbolic multimodal-valued data, Computational Statistics & Data Analysis, 56, 2795--2808.
Kang, Y.-G., Kim, J.-Y., Kim, J., Won, P.-J., Nam, J.-H. (2011) Release of bisphenol A from resin composite used to bond orthodontic lingual retainers, American Journal of Orthodontics and Dentofacial Orthopedics, 140, 779--789.
Kim, J. and Billard, L. (2011) A polythetic clustering process and cluster validity indexes for histogram-valued objects, Computational Statistics & Data Analysis, 55, 2250--2262.
Kim, D. and Kim, J. (2002) Small sample characteristics of generalized estimating equations for categorical repeated measurements, Korean Journal of Applied Statistics, 15, 297--310.