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Browsing "SME_Journal Papers" by Author : Jun, Chi-Hyuck

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A Data-Driven Procedure of Providing a Health Promotion Program for Hypertension Prevention File

Lee, Junghye , Kwon, Ryeok-Hwan , Kim, Hyung Woo , Kang, Sung-Hong , Kim, Kwang-Jae , Jun, Chi-Hyuck

Article Issue Date2018-08 View14
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 File

Chang, Kyeol , Lee, Junghye , Jun, Chi-Hyuck , Chung, Hoeil

Article Issue Date2016-08 View8
An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data File File

Lee, Junghye , Choi, Inyoung , Jun, Chi-Hyuck

Article Issue Date2021-03 View22
Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive Modeling File File

Lee, Taek-Ho , Lee, Junghye , Jun, Chi-Hyuck

Article Issue Date2021-08 View12
Causality Analysis for Public and Private Expenditures on Health Using Panel Granger-Causality Test File

Lee, Su-Dong , Lee, Junghye , Jun, Chi-Hyuck

Article Issue Date2015-03 View18
Classification of High Dimensionality Data through Feature Selection Using Markov Blanket File

Lee, Junghye , Jun, Chi-Hyuck

Article Issue Date2015-06 View7
Development of Service Concepts that Utilize Health-related Data: A Case Study with the National Health Insurance Service of South Korea File

Kim, Kwang-Jae , Lim, Chiehyeon , Kim, Ki-Hun , Kang, Sung-Hong , You, Heecheon , Jun, Chi-Hyuck , Shin, Soon-Ae , Choo, Dong-Soo , Kim, Jong-Hee

Article Issue Date2018-10 View20
Interleaved incremental association Markov blanket as a potential feature selection method for improving accuracy in near-infrared spectroscopic analysis File

Chang, Kyeol , Lee, Junghye , Jun, Chi-Hyuck , Chung, Hoeil

Article Issue Date2018-02 View10
Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis File

Lee, Junghye , Chang, Kyeol , Jun, Chi-Hyuck , Cho, Rae-Kwang , Chung, Hoeil , Lee, Hyeseon

Article Issue Date2015-10 View15
Markov blanket-based universal feature selection for classification and regression of mixed-type data File

Lee, Junghye , Jeong, Jun-Yong , Jun, Chi-Hyuck

Article Issue Date2020-11 View16
Prediction of Hypertension Complications Risk Using Classification Techniques File

Lee, Wonji , Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck , Park. Il-Su , Kagn, Sung-Hong

Article Issue Date2014-12 View11
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis File File

Lee, Junghye , Sun, Jimeng , Wang, Fei , Wang, Shuang , Jun, Chi-Hyuck , Jiang, Xiaoqian

Article Issue Date2018-04 View19
Risk assessment for hypertension and hypertension complications incidences using a Bayesian network File

Lee, Junghye , Lee, Wonji , Park, Il-Su , Kim, Hun-Sung , Lee, Hyeseon , Jun, Chi-Hyuck

Article Issue Date2016-10 View15
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