2022-06 | Multichannel convolution neural network for gas mixture classification | Oh, YongKyung; Lim, Chiehyeon; Lee, Junghye, et al | ARTICLE | 136 |
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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 |
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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 |
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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 |
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2021-07 | A product acceptance decision-making method based on process capability with considering gauge measurement errors | Rakhmawati, Dwi Yuli; Lee, Junghye | ARTICLE | 195 |
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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 |
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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 |
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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 |
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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 |
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2020-01 | Secure and Differentially Private Logistic Regression for Horizontally Distributed Data | Kim, Miran; Lee, Junghye; Ohno-Machado, Lucila, et al | ARTICLE | 794 |
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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 |
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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 |
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2018-05 | Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources | Huang, Yingxiang; Lee, Junghye; Wang, Shang, et al | ARTICLE | 757 |
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2018-04 | Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis | Lee, Junghye; Sun, Jimeng; Wang, Fei, et al | ARTICLE | 972 |
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2018-04 | Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data | Kim, Miae; Lee, Junghye; Im, Jungho | ARTICLE | 855 |
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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 |
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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 |
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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 |
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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 |
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2015-06 | Classification of High Dimensionality Data through Feature Selection Using Markov Blanket | Lee, Junghye; Jun, Chi-Hyuck | ARTICLE | 671 |
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