Seokhyun Chung

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Gaussian Process

Top Venues

IEEE Trans. Reliab.

Pattern Recognit.

IEEE Trans Autom. Sci. Eng.

Publications

Jingyi Gao, Seokhyun Chung
Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes. CoRR (2024)
Seokhyun Chung, Raed Al Kontar
Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes. CoRR (2024)
Seokhyun Chung, Raed Al Kontar
Federated Condition Monitoring Signal Prediction With Improved Generalization. IEEE Trans. Reliab. 73 (1) (2024)
Seokhyun Chung, Raed Al Kontar
Federated Multi-Output Gaussian Processes. Technometrics 66 (1) (2024)
Seokhyun Chung, Cheng-Hao Chou, Xiaozhu Fang, Raed Al Kontar, Chinedum Emmanuel Okwudire
A Multi-Stage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
The Internet of Federated Things (IoFT). IEEE Access 9 (2021)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. CoRR (2021)
Seokhyun Chung, Raed Kontar
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data. IEEE Trans. Reliab. 70 (4) (2021)
Sang Min Lee, Younghoon Kim, Hyungu Kahng, Soonkyo Lee, Seokhyun Chung, Taesu Cheong, Keeyong Shin, Jeehyuk Park, Seoung Bum Kim
Intelligent traffic control for autonomous vehicle systems based on machine learning. Expert Syst. Appl. 144 (2020)
Seokhyun Chung, Raed Al Kontar, Zhenke Wu
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes. CoRR (2020)
Seokhyun Chung, Young Woong Park, Taesu Cheong
A mathematical programming approach for integrated multiple linear regression subset selection and validation. Pattern Recognit. 108 (2020)
Seokhyun Chung, Raed Kontar
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data. CoRR (2019)