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Issue Date	Title	Author(s)	Type	View	Altmetrics
2022-06	Multichannel convolution neural network for gas mixture classification	Oh, YongKyung; Lim, Chiehyeon; Lee, Junghye, et al	ARTICLE	136	Multichannel convolution neural network for gas mixture classification
2022-03	Risk score-embedded deep learning for biological age estimation: Development and validation	Kim, Suhyeon; Kim, Hangyeol; Lee, Eun-Sol, et al	ARTICLE	281	Risk score-embedded deep learning for biological age estimation: Development and validation
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, et al	ARTICLE	488	A Multi-stage Data Mining Approach for Liquid Bulk Cargo Volume Analysis based on Bill of Lading Data
2021-08	Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive Modeling	Lee, Taek-Ho; Lee, Junghye; Jun, Chi-Hyuck	ARTICLE	300	Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive Modeling
2021-07	A product acceptance decision-making method based on process capability with considering gauge measurement errors	Rakhmawati, Dwi Yuli; Lee, Junghye	ARTICLE	195	A product acceptance decision-making method based on process capability with considering gauge measurement errors
2021-03	An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data	Lee, Junghye; Choi, Inyoung; Jun, Chi-Hyuck	ARTICLE	501	An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data
2020-11	Markov blanket-based universal feature selection for classification and regression of mixed-type data	Lee, Junghye; Jeong, Jun-Yong; Jun, Chi-Hyuck	ARTICLE	700	Markov blanket-based universal feature selection for classification and regression of mixed-type data
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	ARTICLE	598	Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis
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, et al	ARTICLE	347	Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery
2020-01	Secure and Differentially Private Logistic Regression for Horizontally Distributed Data	Kim, Miran; Lee, Junghye; Ohno-Machado, Lucila, et al	ARTICLE	794	Secure and Differentially Private Logistic Regression for Horizontally Distributed Data
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, et al	ARTICLE	681	Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery
2018-08	A Data-Driven Procedure of Providing a Health Promotion Program for Hypertension Prevention	Lee, Junghye; Kwon, Ryeok-Hwan; Kim, Hyung Woo, et al	ARTICLE	1020	A Data-Driven Procedure of Providing a Health Promotion Program for Hypertension Prevention
2018-05	Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources	Huang, Yingxiang; Lee, Junghye; Wang, Shang, et al	ARTICLE	757	Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources
2018-04	Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis	Lee, Junghye; Sun, Jimeng; Wang, Fei, et al	ARTICLE	972	Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
2018-04	Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data	Kim, Miae; Lee, Junghye; Im, Jungho	ARTICLE	855	Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data
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, et al	ARTICLE	684	Interleaved incremental association Markov blanket as a potential feature selection method for improving accuracy in near-infrared spectroscopic analysis
2016-10	Risk assessment for hypertension and hypertension complications incidences using a Bayesian network	Lee, Junghye; Lee, Wonji; Park, Il-Su, et al	ARTICLE	664	Risk assessment for hypertension and hypertension complications incidences using a Bayesian network
2016-08	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, et al	ARTICLE	627	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
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, et al	ARTICLE	678	Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis
2015-06	Classification of High Dimensionality Data through Feature Selection Using Markov Blanket	Lee, Junghye; Jun, Chi-Hyuck	ARTICLE	671	Classification of High Dimensionality Data through Feature Selection Using Markov Blanket

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