Junghye Lee

发表

Hypertension Occurrence Analysis using a Bayesian Network

Chi-Hyuck Jun, Wonji Lee, Junghye Lee, 2014 .

Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

Fei Wang, Xiaoqian Jiang, Chi-Hyuck Jun, 2018, JMIR medical informatics.

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

Hongfang Liu, Xiaoqian Jiang, Junghye Lee, 2018, JMIR medical informatics.

Secure and Differentially Private Bayesian Learning on Distributed Data pdf

Xiaoqian Jiang, Junghye Lee, Miran Kim, 2020, ArXiv.

An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data

In Young Choi, Junghye Lee, Chi-Hyuck Jun, 2021, Expert Syst. Appl..

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data

Lucila Ohno-Machado, Junghye Lee, Xiaoqian Jiang, 2020, IEEE Transactions on Information Forensics and Security.

Markov blanket-based universal feature selection for classification and regression of mixed-type data

Junghye Lee, Chi-Hyuck Jun, Jun-Yong Jeong, 2020, Expert Syst. Appl..

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

Junghye Lee, Suhyeon Kim, Haecheong Park, 2020, Expert Syst. Appl..

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

Junghye Lee, Seok-Ju Hahn, 2019, ArXiv.

GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model pdf

Junghye Lee, Seok-Ju Hahn, Junghye Lee, 2020, ArXiv.

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

Jungho Im, Junghee Lee, Miae Kim, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Junghye Lee, Jungho Im, Daehyeon Han, 2020, Remote. Sens..

Subspace Learning for Personalized Federated Optimization pdf

Minwoo Jeong, Junghye Lee, Seok-Ju Hahn, 2021, ArXiv.

Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling

Chi-Hyuck Jun, Junghye Lee, Taek-Ho Lee, 2021, Inf. Sci..

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

Junghye Lee, Dwi Yuli Rakhmawati, Junghye Lee, 2021, Communications in Statistics - Theory and Methods.

A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data

Junghye Lee, Suhyeon Kim, Wonho Sohn, 2021, Expert Syst. Appl..

Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis

Chi-Hyuck Jun, Junghye Lee, Hoeil Chung, 2015 .

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

Jungho Im, Miae Kim, Junghye Lee, 2018 .