Junghye Lee

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Feature Ranking

Spectral Reflectance

Bayesian Learning

Distributed Data

Top Venues

Expert Syst. Appl.

Publications

YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim
Multichannel convolution neural network for gas mixture classification. Ann. Oper. Res. 339 (1-2) (2024)
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
CAFO: Feature-Centric Explanation on Time Series Classification. KDD (2024)
Taek-Ho Lee, Suhyeon Kim, Junghye Lee, Chi-Hyuck Jun
HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis. Inf. Sci. 662 (2024)
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
CAFO: Feature-Centric Explanation on Time Series Classification. CoRR (2024)
Dongcheol Lim, Hyewon Kang, Beomseok Choi, Woonki Hong, Junghye Lee
An Interpersonal Dynamics Analysis Procedure With Accurate Voice Activity Detection Using Low-Cost Recording Sensors. IEEE Access 12 (2024)
Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making. CoRR (2024)
Jaeho Kim, Hyewon Kang, Jaewan Yang, Haneul Jung, Seulki Lee, Junghye Lee
Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles. IEEE Internet Things J. 10 (18) (2023)
Taek-Ho Lee, Suhyeon Kim, Junghye Lee, Chi-Hyuck Jun
Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting. Inf. Sci. 651 (2023)
Suhyeon Kim, Hangyeol Kim, Eun-Sol Lee, Chiehyeon Lim, Junghye Lee
Risk score-embedded deep learning for biological age estimation: Development and validation. Inf. Sci. 586 (2022)
Seok-Ju Hahn, Minwoo Jeong, Junghye Lee
Connecting Low-Loss Subspace for Personalized Federated Learning. KDD (2022)
Seok-Ju Hahn, Minwoo Jeong, Junghye Lee
Subspace Learning for Personalized Federated Optimization. CoRR (2021)
Junghye Lee, In Young Choi, Chi-Hyuck Jun
An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data. Expert Syst. Appl. 166 (2021)
Suhyeon Kim, Wonho Sohn, Dongcheol Lim, Junghye Lee
A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data. Expert Syst. Appl. 183 (2021)
Taek-Ho Lee, Junghye Lee, Chi-Hyuck Jun
Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling. Inf. Sci. 568 (2021)
Suhyeon Kim, Haecheong Park, Junghye Lee
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis. Expert Syst. Appl. 152 (2020)
Seok-Ju Hahn, Junghye Lee
GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model. CoRR (2020)
Junghye Lee, Jun-Yong Jeong, Chi-Hyuck Jun
Markov blanket-based universal feature selection for classification and regression of mixed-type data. Expert Syst. Appl. 158 (2020)
Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. Remote. Sens. 12 (7) (2020)
Miran Kim, Junghye Lee, Lucila Ohno-Machado, Xiaoqian Jiang
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Yeongjae Gil, Xiaoqian Jiang, Miran Kim, Junghye Lee
Secure and Differentially Private Bayesian Learning on Distributed Data. CoRR (2020)
Seok-Ju Hahn, Junghye Lee
Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data. CoRR (2019)
Miae Kim, Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush, Zhu Gu
Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)