Scholarworks@UNIST: Browsing Repository

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 View5

A Multi-stage Data Mining Approach for Liquid Bulk Cargo Volume Analysis based on Bill of Lading Data File

Kim, Suhyeon , Sohn, Wonho , Lim, Dongcheol , Lee, Junghye

Article Issue Date2021-11 View11

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

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2015-11-07 View7

A Port Throughput Prediction Model based on Dynamic Graph Representation Learning

Sohn, Wonho , Kim, Suhyeon , Lim, Dongcheol , Lee, Junghye

Conference Paper Issue Date2021-06-03 View6

A product acceptance decision-making method based on process capability with considering gauge measurement errors File

Rakhmawati, Dwi Yuli , Lee, Junghye

Article Issue Date2023-05 View13

A smart insole needs a recurrence plot: On the analysis of bodyweight, action, and speed prediction using deep learning

Kim, Jaeho , Kang, Hyewon , Yang, Jaewan , Lee, Junghye

Conference Paper Issue Date2021-11-12 View9

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 View4

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 View8

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 View7

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 View10

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 View8

Chemistry-informed machine learning: Using chemical property features to improve gas classification performance File File

Kim, Yeram , Lim, Chiehyeon , Lee, Junghye , Kim, Sungil , Kim, Sewon , Seo, Dong-Hwa

Article Issue Date2023-06 View15

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

Lee, Junghye , Jun, Chi-Hyuck

Article Issue Date2015-06 View6

Classification with discrete and continuous variables via Markov blanket feature selection

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2013-11-29 View6

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 View6

Connecting Low-Loss Subspace for Personalized Federated Learning File

Hahn, Seok-Ju , Jeong, Minwoo , Lee, Junghye

Conference Paper Issue Date2022-08-14 View4

Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery File

Kim, Miae , Lee, Junghee , Han, Daehyun , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J. , Gu, Zhu

Article Issue Date2018-12 View8

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 View6

Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data File

Kim, Miae , Lee, Junghye , Im, Jungho

Article Issue Date2018-04 View6

Development of A Novel Framework for Liquid Bulk Cargo Volume Analysis

Kim, Suhyeon , Sohn, Wonho , Lim, Dongcheol , Lee, Junghye

Conference Paper Issue Date2019-11-08 View7

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 View6

Development of Biological Age based on Representation Learning

김수현 , 김한결 , 이정혜

Conference Paper Issue Date2019-04-11 View8

Development of Technology Opportunity Discovery Index based on Knowledge Graph Analysis and Deep Learning-based Text Mining

Lee, MyoungHoon , Kim, Suhyeon , Kim, Hangyeol , Lee, Junghye

Conference Paper Issue Date2021-06-03 View4

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery File File

Lee, Junghee , Han, Daehyeon , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J.

Article Issue Date2020-04 View7

Differentially Private and Secure Distributed Logistic Regression based on Preconditioned Stochastic Gradient Langevin Dynamics

Gil, Yeongjae , Lee, Junghye

Conference Paper Issue Date2019-11-08 View5

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 View4

Federated Learning with Learned Sufficient Statistic and Generative Models

Hahn, Seok-Ju , Lee, Junghye

Conference Paper Issue Date2021-06-03 View4

Hypertension Occurrence Analysis using a Bayesian Network

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

Conference Paper Issue Date2014-05-19 View9

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 View6

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 View9

Kernel-based Partial Least Squares for Compositional Analysis of Naphtha

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

Conference Paper Issue Date2013-05-24 View8

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 View8

Learning a Personalized Subspace for Federated Learning

Hahn, Seok-Ju , Jeong, Minwoo , Lee, Junghye

Conference Paper Issue Date2021-11-12 View7

Markov blanket feature selection for classification

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2014-11-21 View5

Markov Blanket Feature Selection in Mixed Data

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

Conference Paper Issue Date2015-12-09 View5

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 View7

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 View7

Multichannel convolution neural network for gas mixture classification File

Oh, YongKyung , Lim, Chiehyeon , Lee, Junghye , Kim, Sewon , Kim, Sungil

Article Issue Date2022-06 View24

Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia File File

Kim, Eunjung , Hwang, Eo-Jin , Lee, Junghye , Kim, Dae-Young , Kim, Jae-Young , Kim, Dong-Wook

Article Issue Date2022-10 View9

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 View7

Prediction of type 2 diabetes using genome-wide polygenic risk score and metabolic profiles: A machine learning analysis of population-based 10-year prospective cohort study File File

Hahn, Seok-Ju , Kim, Suhyeon , Choi, Young Sik , Lee, Junghye , Kang, Jihun

Article Issue Date2022-12 View15

Privacy Preserving and Secure Logistic Regression for Horizontally Distributed Data

Lee, Junghye

Conference Paper Issue Date2019-06-28 View7

Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data

Hahn, Seok-Ju , Lee, Junghye

Conference Paper Issue Date2019-11-08 View7

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 View9

Privacy-preserving Predictive Modeling in a Federated Setting

Lee, Junghye

Conference Paper Issue Date2021-08-19 View8

Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources File File

Huang, Yingxiang , Lee, Junghye , Wang, Shang , Sun, Jimeng , Liu, Hongfang , Jiang, Xiaoqian

Article Issue Date2018-05 View4

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 View9

Risk Prediction of Hypertension Complicates using Classification Techniques

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

Conference Paper Issue Date2014-05-16 View4

Risk score-embedded deep learning for biological age estimation: Development and validation File File

Kim, Suhyeon , Kim, Hangyeol , Lee, Eun-Sol , Lim, Chiehyeon , Lee, Junghye

Article Issue Date2022-03 View15

Risk Score-Embedded Deep Representation Learning for BA Estimation

Kim, Suhyeon , Lee, Junghye

Conference Paper Issue Date2021-08-18 View7

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data File

Kim, Miran , Lee, Junghye , Ohno-Machado, Lucila , Jiang, Xiaoqian

Article Issue Date2020-01 View9

Selection of variables in a series of spectra collected by continuously changing sample temperature to improve accuracy of multivariate analysis

Lee, Junghye , Chang, Kyeol , Chung, Hoeil , Lee, Hyeseon

Conference Paper Issue Date2015-06-22 View6

Support Vector Regression based Recursive Feature Elimination for Compositional Prediction of Naphtha by Near-infrared Spectroscopy

Lee, Junghye , Lee, Hyeseon , Chung, Hoeil

Conference Paper Issue Date2014-06-17 View8

Technology Opportunity Discovery using Deep Learning-based Text Mining and a Knowledge Graph File

Lee, MyoungHoon , Kim, Suhyeon , Kim, Hangyeol , Lee, Junghye

Article Issue Date2022-07 View10

Word2vec based Latent Semantic Analysis (W2V-LSA): 새로운 토픽 모델링을 통한 블록체인 기술 연구 트렌드 분석

Kim, Suhyeon , Park, Haecheong , Lee, Junghye

Conference Paper Issue Date2018-11-09 View17

Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis File File

Kim, Suhyeon , Park, Haecheong , Lee, Junghye

Article Issue Date2020-08 View15

국가간 무역 유사도 그래프를 이용한 항만 물동량 예측 시스템 및 그 방법

이정혜 , 임동철 , 손원호 , 김수현

Patent Issue Date View11

기계학습 기반의 환경성 질환 사망자 수 이상치 탐지 모델 개발

이정혜 , 박혜림 , 강혜원 , 손원호

Patent Issue Date View11

데이터 연합 기반의 질병 진단 시스템 및 그 운용 방법

임치현 , 이정혜

Patent Issue Date View5

딥러닝 기반의 환경위험지수 개발 및 이를 활용한 환경성 질환 사망 예측

이정혜 , 박혜림 , 강혜원 , 손원호

Patent Issue Date View9

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