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Showing results 1 to 32 of 32

Issue Date	Title / Author(s) / Citation	File
2014	Prediction of hypertension complications risk using classification techniques Lee, Wonji; Lee, Junghye; Lee, Hyeseon; Jun, Chi-Hyuck; Park, Il-Su; Kang, Sung-Hong Industrial Engineering and Management Systems, Vol.13 No.4, pp.449-453	DOI
2015	Causality analysis for public and private expenditures on health using panel granger-causality test Lee, Su-Dong; Lee, Junghye; Jun, Chi-Hyuck Industrial Engineering and Management Systems, Vol.14 No.1, pp.104-110	DOI
2015	Classification of high dimensionality data through feature selection using Markov blanket Lee, Junghye; Jun, Chi-Hyuck Industrial Engineering and Management Systems, Vol.14 No.2, pp.210-219	DOI
2015-10	Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis Lee, Junghye; Chang, Kyeol; Jun, Chi-Hyuck; Cho, Rae-Kwang; Chung, Hoeil; Lee, Hyeseon CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, Vol.147, pp.139-146	DOI
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; Junghye, Lee; Jun, Chi-Hyuck; Chung, Hoeil APPLIED SPECTROSCOPY REVIEWS, Vol.51 No.7-9, pp.718-734	DOI
2016	Risk assessment for hypertension and hypertension complications incidences using a Bayesian network Lee, Junghye; Lee, Wonji; Park, Il-Su; Kim, Hun-Sung; Lee, Hyeseon; Jun, Chi-Hyuck IIE Transactions on Healthcare Systems Engineering, Vol.6 No.4, pp.246-259	DOI
2018	Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data Kim, Miae; Lee, Junghye; Im, Jungho GISCIENCE & REMOTE SENSING, Vol.55 No.5, pp.763-792	DOI
2018-02	Interleaved incremental association Markov blanket as a potential feature selection method for improving accuracy in near-infrared spectroscopic analysis Chang, Kyeol; Lee, Junghye; Jun, Chi-Hyuck; Chung, Hoeil TALANTA, Vol.178, pp.348-354	DOI
2018-04	Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources Huang, Yingxiang; Lee, Junghye; Wang, Shuang; Sun, Jimeng; Liu, Hongfang; Jiang, Xiaoqian JMIR MEDICAL INFORMATICS, Vol.6 No.2, pp.278-291	DOI
2018-04	Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis Lee, Junghye; Sun, Jimeng; Wang, Fei; Wang, Shuang; Jun, Chi-Hyuck; Jiang, Xiaoqian JMIR MEDICAL INFORMATICS, Vol.6 No.2, pp.4-24	DOI
2018-09	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 SERVICE SCIENCE, Vol.10 No.3, pp.289-301	DOI
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, Daehyeon; Shin, Minso; Im, Jungho; Lee, Junghye; Quackenbush, Lindi J.; Gu, Zhu IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Vol.11 No.12, pp.4604-4617	DOI
2020	Secure and Differentially Private Logistic Regression for Horizontally Distributed Data Kim, Miran; Lee, Junghye; Ohno-Machado, Lucila; Jiang, Xiaoqian IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, Vol.15, pp.695-710	DOI
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. REMOTE SENSING, Vol.12 No.7	DOI
2020-08	Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis Kim, Suhyeon; Park, Haecheong; Lee, Junghye EXPERT SYSTEMS WITH APPLICATIONS, Vol.152	DOI
2020-11	Markov blanket-based universal feature selection for classification and regression of mixed-type data Lee, Junghye; Jeong, Jun-Yong; Jun, Chi-Hyuck EXPERT SYSTEMS WITH APPLICATIONS, Vol.158	DOI
2021-03	An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data Lee, Junghye; Choi, In Young; Jun, Chi-Hyuck EXPERT SYSTEMS WITH APPLICATIONS, Vol.166	DOI
2021-08	Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling Lee, Taek-Ho; Lee, Junghye; Jun, Chi-Hyuck INFORMATION SCIENCES, Vol.568, pp.403-426	DOI
2021-11	A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data Kim, Suhyeon; Sohn, Wonho; Lim, Dongcheol; Lee, Junghye EXPERT SYSTEMS WITH APPLICATIONS, Vol.183	DOI
2022	Connecting Low-Loss Subspace for Personalized Federated Learning Hahn, Seok-Ju; Jeong, Minwoo; Lee, Junghye PROCEEDINGS OF THE 28TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2022, pp.505-515	DOI
2022-03	Risk score-embedded deep learning for biological age estimation: Development and validation Kim, Suhyeon; Kim, Hangyeol; Lee, Eun-Sol; Lim, Chiehyeon; Lee, Junghye INFORMATION SCIENCES, Vol.586, pp.628-643	DOI
2022-04	Multichannel convolution neural network for gas mixture classification Oh, YongKyung; Lim, Chiehyeon; Lee, Junghye; Kim, Sewon; Kim, Sungil ANNALS OF OPERATIONS RESEARCH	DOI
2022-07	Technology Opportunity Discovery using Deep Learning-based Text Mining and a Knowledge Graph Lee, MyoungHoon; Kim, Suhyeon; Kim, Hangyeol; Lee, Junghye TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, Vol.180	DOI
2022-10	Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia Kim, Eunjung; Hwang, Eo-Jin; Lee, Junghye; Kim, Dae-Young; Kim, Jae-Young; Kim, Dong-Wook NEOPLASIA, Vol.32	DOI
2022-12	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 Hahn, Seok-Ju; Kim, Suhyeon; Choi, Young Sik; Lee, Junghye; Kang, Jihun EBIOMEDICINE, Vol.86	DOI
2023-04	A product acceptance decision-making method based on process capability with considering gauge measurement errors Rakhmawati, Dwi Yuli; Lee, Junghye COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol.52 No.8, pp.2646-2665	DOI
2023-06	Chemistry-informed machine learning: Using chemical property features to improve gas classification performance Kim, Yeram; Lim, Chiehyeon; Lee, Junghye; Kim, Sungil; Kim, Sewon; Seo, Dong-Hwa Chemometrics and Intelligent Laboratory Systems, Vol.237, p. 104808	DOI
2023-09	Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles Kim, Jaeho; Kang, Hyewon; Yang, Jaewan; Jung, Haneul; Lee, Seulki; Lee, Junghye IEEE Internet of Things Journal, Vol.10 No.18, pp.16121-16133	DOI
2023-11	Household financial health: a machine learning approach for data-driven diagnosis and prescription Kim, Kyeongbin; Hwang, Yoontae; Lim, Dongcheol; Kim, Suhyeon; Lee, Junghye; Lee, Yongjae Quantitative Finance, Vol.23 No.11, pp.1565-1595	DOI
2023-12	Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting Lee, Taek-Ho; Kim, Suhyeon; Lee, Junghye; Jun, Chi-Hyuck Information Sciences, Vol.651, p. 119728	DOI
2024-03	HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis Lee, Taek-Ho; Kim, Suhyeon; Lee, Junghye; Jun, Chi-Hyuck Information Sciences, Vol.662, p. 120265	DOI
	MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs Cho, Hojin; Kim, Kyeongbin; Yoon, Kihyuk; Chun, Jaewook; Kim, Jaeyong; Lee, Kyeongmin; Lee, Junghye; Chiehyeon, Lim IISE Transactions	DOI