Seokhyun Chung - Publications, H-index & Citations

Seokhyun Chung

Korea University

8H指数

37论文数

320被引数

收录论文 14

发表时间

Fed-Joint: Joint modeling of nonlinear degradation signals and failure events for remaining useful life prediction using federated learning Fed-Joint：基于联邦学习的非线性退化信号与失效事件联合建模用于剩余使用寿命预测

Reliability Engineering & System Safety

IF11

2025-10-31

PREAI

Cheoljoon Jeong; Xubo Yue; Seokhyun Chung

Fairness in machine learning-based hand load estimation: A case study on load carriage tasks 基于机器学习的负重估计中的公平性：一项关于负重任务的案例研究

Applied Ergonomics

IF3.4

2025-09-25

PREAI

Arafat Rahman; Sol Lim; Seokhyun Chung

Federated automatic latent variable selection in multi-output Gaussian processes 多输出高斯过程中的联邦自动潜在变量选择

Pattern Recognition

IF7.6

2025-09-08

PREAI

Jingyi Gao; Seokhyun Chung

An optimisation model and algorithm for job scheduling with extra resource allocation in shipbuilding 造船中带额外资源分配的作业调度优化模型与算法

International Journal of Production Research

IF7.3

2025-05-31

PREAI

Seokhyun Chung; Cheonggi Park; Hyungjoo Cha; Taesu Cheong

Network of artificial olfactory receptors for spatiotemporal monitoring of toxic gas

SCIENCE ADVANCES

IF12.5

2024-10-18

OAAI

Baek, Yongmin; Bae, Byungjoon; Yang, Jeongyong; Cho, Wonjun; Sim, Inbo; Yoo, Geonwook; Chung, Seokhyun; Heo, Junseok; Lee, Kyusang

Federated Condition Monitoring Signal Prediction With Improved Generalization

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2024-03-01

PREAI

Chung, Seokhyun; Al Kontar, Raed

Federated Multi-Output Gaussian Processes

TECHNOMETRICS

IF2.5

2023-08-29

PREAI

Chung, Seokhyun; Al Kontar, Raed

A MultiStage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-07-01

OAAI

Chung, Seokhyun; Chou, Cheng-Hao; Fang, Xiaozhu; Al Kontar, Raed; Okwudire, Chinedum

Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2021-12-01

OAAI

Chung, Seokhyun; Kontar, Raed

Look-ahead decision making for renewable energy: A dynamic predict and storeapproach

APPLIED ENERGY

IF11

2021-08-01

OAAI

Wang, Jingxing; Chung, Seokhyun; AlShelahi, Abdullah; Kontar, Raed; Byon, Eunshin; Saigal, Romesh

The Internet of Federated Things (IoFT)

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Kontar, Raed; Shi, Naichen; Yue, Xubo; Chung, Seokhyun; Byon, Eunshin; Chowdhury, Mosharaf; Jin, Jionghua; Kontar, Wissam; Masoud, Neda; Nouiehed, Maher; Okwudire, Chinedum E.; Raskutti, Garvesh; Saigal, Romesh; Singh, Karandeep; Ye, Zhi-Sheng

A mathematical programming approach for integrated multiple linear regression subset selection and validation

PATTERN RECOGNITION

IF7.6

2020-12-01

OAAI

Chung, Seokhyun; Park, Young Woong; Cheong, Taesu

Intelligent traffic control for autonomous vehicle systems based on machine learning

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-04-01

PREAI

Lee, Sangmin; Kim, Younghoon; Kahng, Hyungu; Lee, Soon-Kyo; Chung, Seokhyun; Cheong, Taesu; Shin, Keeyong; Park, Jeehyuk; Kim, Seoung Bum

The Sharing of Benefits from a Logistics Alliance Based on a Hub-Spoke Network: A Cooperative Game Theoretic Approach

SUSTAINABILITY

IF3.3

2018-06-03

OAAI

Yea, Minyoung; Chung, Seokhyun; Cheong, Taesu; Kim, Daeki

研究方向