Junghye Lee

Orcid: 0000-0002-9736-4796

According to our database1, Junghye Lee authored at least 16 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting.
Inf. Sci., December, 2023

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles.
IEEE Internet Things J., September, 2023

2022
Risk score-embedded deep learning for biological age estimation: Development and validation.
Inf. Sci., 2022

Connecting Low-Loss Subspace for Personalized Federated Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling.
Inf. Sci., 2021

An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data.
Expert Syst. Appl., 2021

A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data.
Expert Syst. Appl., 2021

Subspace Learning for Personalized Federated Optimization.
CoRR, 2021

2020
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data.
IEEE Trans. Inf. Forensics Secur., 2020

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery.
Remote. Sens., 2020

Markov blanket-based universal feature selection for classification and regression of mixed-type data.
Expert Syst. Appl., 2020

Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis.
Expert Syst. Appl., 2020

GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model.
CoRR, 2020

Secure and Differentially Private Bayesian Learning on Distributed Data.
CoRR, 2020

2019
Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data.
CoRR, 2019

2018
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., 2018


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