| 2018-08 | A Data-Driven Procedure of Providing a Health Promotion Program for Hypertension Prevention | Lee, Junghye; Kwon, Ryeok-Hwan; Kim, Hyung Woo; Kang, Sung-Hong; Kim, Kwang-Jae; Jun, Chi-Hyuck | ARTICLE | 754 |
| 2015-11-07 | A new feature ranking method using a Markov blanket for gene selection | Lee, Junghye; Jun, Chi-Hyuck | CONFERENCE | 64 |
| 2016 | Acquisition of a series of temperature-varied sample spectra to induce characteristic structural changes of components and selection of target-descriptive variables among them for multivariate analysis to improve accuracy | Chang, Kyeol; Lee, Junghye; Jun, Chi-Hyuck; Chung, Hoeil | ARTICLE | 438 |
| 2021-03 | An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data | Lee, Junghye; Choi, Inyoung; Jun, Chi-Hyuck | ARTICLE | 229 |
| 2018-04-10 | Applying convolutional neural networks for detection of overshooting cloud tops with Himawari-8 satellite data | Kim, Miae; Lee, Junghye; Im, Jungho | CONFERENCE | 52 |
| 2014-10-12 | Bayesian Network Analysis: Hypertension and its Complications Incidence Analysis | Lee, Junghye; Lee, Wonji; Lee, Hyeseon; Kang, Sung-Hong; Jun, Chi-Hyuck | CONFERENCE | 51 |
| 2021-04 | Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive Modeling | Lee, Taek-Ho; Lee, Junghye; Jun, Chi-Hyuck | ARTICLE | 13 |
| 2015-03 | Causality Analysis for Public and Private Expenditures on Health Using Panel Granger-Causality Test | Lee, Su-Dong; Lee, Junghye; Jun, Chi-Hyuck | ARTICLE | 470 |
| 2015-06 | Classification of High Dimensionality Data through Feature Selection Using Markov Blanket | Lee, Junghye; Jun, Chi-Hyuck | ARTICLE | 447 |
| 2013-11-29 | Classification with discrete and continuous variables via Markov blanket feature selection | Lee, Junghye; Jun, Chi-Hyuck | CONFERENCE | 47 |
| 2014-05-23 | Comparing performance of classification techniques for predicting hypertension complication risk | Lee, Wonji; Lee, Junghye; Lee, Hyeseon; Jun, Chi-Hyuck | CONFERENCE | 53 |
| 2018-12 | Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery | Kim, Miae; Lee, Junghee; Han, Daehyun; Shin, Minso; Im, Jungho; Lee, Junghye; Quackenbush, Lindi J.; Gu, Zhu | ARTICLE | 461 |
| 2014-12-15 | Data mining techniques for risk prediction of hypertension and its complications | Lee, Wonji; Lee, Junghye; Kim, Kwang-Jae; Jun, Chi-Hyuck | CONFERENCE | 69 |
| 2018-04 | Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data | Kim, Miae; Lee, Junghye; Im, Jungho | ARTICLE | 601 |
| 2019-11-08 | Development of A Novel Framework for Liquid Bulk Cargo Volume Analysis | Kim, Suhyeon; Sohn, Wonho; Lim, Dongcheol; Lee, Junghye | CONFERENCE | 34 |
| 2014-05-16 | Development of a Service Model for Hypertension Patient Management | Kim, Kwang-Jae; Kwon, Ryeok-Hwan; Kim, Ki-Hun; Kang, Sung-Hong; Kim, Yea-Eun; Kim, Eun-Ju; Jun, Chi-Hyuck; Lee, Junghye; Lee, Wonji | CONFERENCE | 52 |
| 2020-04 | Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery | Lee, Junghee; Han, Daehyeon; Shin, Minso; Im, Jungho; Lee, Junghye; Quackenbush, Lindi J. | ARTICLE | 164 |
| 2019-11-08 | Differentially Private and Secure Distributed Logistic Regression based on Preconditioned Stochastic Gradient Langevin Dynamics | Gil, Yeongjae; Lee, Junghye | CONFERENCE | 34 |
| 2015-04-08 | Does public expenditure on health help to decrease private health expenditure? - Panel Granger-causality evidence for OECD countries | Lee, Su-Dong; Lee, Junghye; Jun, Chi-Hyuck | CONFERENCE | 48 |
| 2021-02 | Federated Learning with Sufficient Dimension Reduction and Generative Models | Lee, Junghye; Hahn, Seok-Ju | Master's thesis | 22 |
