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Junghye Lee
Junghye Lee
Verified email at snu.ac.kr - Homepage
Title
Cited by
Cited by
Year
Privacy-preserving patient similarity learning in a federated environment: development and analysis
J Lee, J Sun, F Wang, S Wang, CH Jun, X Jiang
JMIR medical informatics 6 (2), e7744, 2018
1922018
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis
S Kim, H Park, J Lee
Expert Systems with Applications 152, 113401, 2020
1752020
Secure and differentially private logistic regression for horizontally distributed data
M Kim, J Lee, L Ohno-Machado, X Jiang
IEEE Transactions on Information Forensics and Security 15, 695-710, 2019
702019
An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data
J Lee, IY Choi, CH Jun
Expert Systems with Applications 166, 113971, 2021
642021
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
SJ Hahn, S Kim, YS Choi, J Lee, J Kang
EBioMedicine 86, 2022
382022
Technology opportunity discovery using deep learning-based text mining and a knowledge graph
MH Lee, S Kim, H Kim, J Lee
Technological Forecasting and Social Change 180, 121718, 2022
332022
Convolutional neural network-based land cover classification using 2-D spectral reflectance curve graphs with multitemporal satellite imagery
M Kim, J Lee, D Han, M Shin, J Im, J Lee, LJ Quackenbush, Z Gu
IEEE journal of selected topics in applied earth observations and remote …, 2018
332018
Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis
J Lee, K Chang, CH Jun, RK Cho, H Chung, H Lee
Chemometrics and Intelligent Laboratory Systems 147, 139-146, 2015
262015
Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data
M Kim, J Lee, J Im
GIScience & Remote Sensing 55 (5), 763-792, 2018
252018
Connecting low-loss subspace for personalized federated learning
SJ Hahn, M Jeong, J Lee
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
192022
Markov blanket-based universal feature selection for classification and regression of mixed-type data
J Lee, JY Jeong, CH Jun
Expert Systems with Applications 158, 113398, 2020
192020
Different spectral domain transformation for land cover classification using convolutional neural networks with multi-temporal satellite imagery
J Lee, D Han, M Shin, J Im, J Lee, LJ Quackenbush
Remote Sensing 12 (7), 1097, 2020
172020
Privacy-preserving predictive modeling: Harmonization of contextual embeddings from different sources
Y Huang, J Lee, S Wang, J Sun, H Liu, X Jiang
JMIR medical informatics 6 (2), e9455, 2018
162018
A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data
S Kim, W Sohn, D Lim, J Lee
Expert Systems with Applications 183, 115304, 2021
152021
Risk assessment for hypertension and hypertension complications incidences using a Bayesian network
J Lee, W Lee, IS Park, HS Kim, H Lee, CH Jun
IIE Transactions on Healthcare Systems Engineering 6 (4), 246-259, 2016
152016
Prediction of hypertension complications risk using classification techniques
W Lee, J Lee, H Lee, CH Jun, I Park, SH Kang
Industrial Engineering and Management Systems 13 (4), 449-453, 2014
142014
Privacy-preserving federated bayesian learning of a generative model for imbalanced classification of clinical data
SJ Hahn, J Lee
arXiv preprint arXiv:1910.08489, 2019
132019
Classification of high dimensionality data through feature selection using Markov blanket
J Lee, CH Jun
Industrial Engineering and Management Systems 14 (2), 210-219, 2015
112015
Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles
J Kim, H Kang, J Yang, H Jung, S Lee, J Lee
IEEE Internet of Things Journal 10 (18), 16121-16133, 2023
102023
Multichannel convolution neural network for gas mixture classification
YK Oh, C Lim, J Lee, S Kim, S Kim
Annals of Operations Research 339 (1), 261-295, 2024
92024
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Articles 1–20