| 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 | 168 | 2018 |
| 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 | 150 | 2020 |
| 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 | 65 | 2019 |
| 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 | 62 | 2021 |
| 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 | 33 | 2018 |
| 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 | 27 | 2022 |
| 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 | 25 | 2022 |
| 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 | 25 | 2015 |
| 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 | 24 | 2018 |
| 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 | 16 | 2020 |
| 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 | 16 | 2020 |
| 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 | 16 | 2018 |
| 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 | 15 | 2016 |
| 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 | 14 | 2022 |
| 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 | 13 | 2014 |
| 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 | 12 | 2021 |
| 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 | 11 | 2015 |
| Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia E Kim, EJ Hwang, J Lee, DY Kim, JY Kim, DW Kim Neoplasia 32, 100817, 2022 | 7 | 2022 |
| Risk score-embedded deep learning for biological age estimation: Development and validation S Kim, H Kim, ES Lee, C Lim, J Lee Information Sciences 586, 628-643, 2022 | 7 | 2022 |
| Multi-task 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, 2023 | 5 | 2023 |
Suhyeon KimAssistant Professor, Kyungpook National UniversityVerified email at knu.ac.kr
