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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 View104

A new feature ranking method using a Markov blanket for gene selection

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2015-11-07 View60

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 View79

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 View103

Bayesian Network Analysis: Hypertension and its Complications Incidence Analysis

Lee, Junghye , Lee, Wonji , Lee, Hyeseon , Kang, Sung-Hong , Jun, Chi-Hyuck

Conference Paper Issue Date2014-10-12 View48

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 View74

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 View108

Classification of High Dimensionality Data through Feature Selection Using Markov Blanket File

Lee, Junghye , Jun, Chi-Hyuck

Article Issue Date2015-06 View61

Classification with discrete and continuous variables via Markov blanket feature selection

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2013-11-29 View45

Comparing performance of classification techniques for predicting hypertension complication risk

Lee, Wonji , Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2014-05-23 View54

Data mining techniques for risk prediction of hypertension and its complications

Lee, Wonji , Lee, Junghye , Kim, Kwang-Jae , Jun, Chi-Hyuck

Conference Paper Issue Date2014-12-15 View57

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 Paper Issue Date2014-05-16 View57

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 View97

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 Paper Issue Date2015-04-08 View49

Hypertension Occurrence Analysis using a Bayesian Network

Lee, Junghye , Lee, Wonji , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2014-05-19 View62

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 View71

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 View78

Kernel-based Partial Least Squares for Compositional Analysis of Naphtha

Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2013-05-24 View51

Kernel-based prediction model for quantitative analysis based on vibrational spectroscopy

Lee, Junghye , Lee, Sanguk , Lee, Hyeseon , Chang, Hoeil , Jun, Chi-Hyuck

Conference Paper Issue Date2014-06-09 View71

Markov blanket feature selection for classification

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2014-11-21 View58

Markov Blanket Feature Selection in Mixed Data

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

Conference Paper Issue Date2015-12-09 View79

Markov blanket feature selection to improve accuracy of a multivariate calibration model for spectral data

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

Conference Paper Issue Date2015-06-22 View62

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 View114

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 View63

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 View106

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 View61

Risk Prediction of Hypertension Complicates using Classification Techniques

Lee, Wonji , Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2014-05-16 View46

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