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2020 – today
- 2024
[j7]Seokhyun Chung, Raed Al Kontar
:
Federated Multi-Output Gaussian Processes. Technometrics 66(1): 90-103 (2024)- [j6]Seokhyun Chung, Raed Al Kontar:
Federated Condition Monitoring Signal Prediction With Improved Generalization. IEEE Trans. Reliab. 73(1): 438-450 (2024) - [i5]Seokhyun Chung, Raed Al Kontar:
Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes. CoRR abs/2403.16377 (2024) - [i4]Jingyi Gao, Seokhyun Chung:
Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes. CoRR abs/2407.16935 (2024) - 2022
- [j5]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): 1675-1687 (2022) - 2021
- [j4]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: 156071-156113 (2021) - [j3]Seokhyun Chung, Raed Kontar:
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data. IEEE Trans. Reliab. 70(4): 1321-1331 (2021) - [i3]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 abs/2111.05326 (2021) - 2020
- [j2]Sangmin 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: 113074 (2020) - [j1]Seokhyun Chung, Young Woong Park, Taesu Cheong:
A mathematical programming approach for integrated multiple linear regression subset selection and validation. Pattern Recognit. 108: 107565 (2020) - [i2]Seokhyun Chung, Raed Al Kontar, Zhenke Wu:
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes. CoRR abs/2002.08412 (2020)
2010 – 2019
- 2019
- [i1]Seokhyun Chung, Raed Kontar:
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data. CoRR abs/1903.03871 (2019)
Coauthor Index
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