Eunshin Byon

According to our database, Eunshin Byon authored at least 20 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Condition-Based Selective Maintenance Optimization for Large-Scale Systems Consisting of Many Homogeneous Units.

Euihwan Lee, Jaehyoung Ju, Eunshin Byon, Young Myoung Ko

IEEE Trans. Reliab., June, 2024

2023

Spatiotemporal Post-Calibration in a Numerical Weather Prediction Model for Quantifying Building Energy Consumption.

Youngchan Jang, Eunshin Byon, Soham Vanage, Kristen Cetin, David E. Jahn, William Gallus, Lance Manuel

IEEE Trans Autom. Sci. Eng., October, 2023

Distributionally Robust Stratified Sampling for Stochastic Simulations with Multiple Uncertain Input Models.

Seung Min Baik, Eunshin Byon, Young Myoung Ko

CoRR, 2023

Robust Importance Sampling for Stochastic Simulations with Uncertain Parametric Input Model.

Seung Min Baik, Young Myoung Ko, Eunshin Byon

Proceedings of the Winter Simulation Conference, 2023

2022

Robust Simulation Optimization with Stratification.

Pranav Jain, Eunshin Byon, Sara Shashaani

Proceedings of the Winter Simulation Conference, 2022

2021

Uncertainty Quantification for Extreme Quantile Estimation With Stochastic Computer Models.

Qiyun Pan, Young Myoung Ko, Eunshin Byon

IEEE Trans. Reliab., 2021

The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.

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

CoRR, 2021

The Internet of Federated Things (IoFT).

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

IEEE Access, 2021

2018

A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population.

Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shan Liu, Shuai Huang

IEEE Trans. Reliab., 2018

2016

Adaptive Learning in Time-Variant Processes With Application to Wind Power Systems.

Eunshin Byon, Youngjun Choe, Nattavut Yampikulsakul

IEEE Trans Autom. Sci. Eng., 2016

Change-Point Detection on Solar Panel Performance Using Thresholded LASSO.

Youngjun Choe, Weihong Guo, Eunshin Byon, Jionghua (Judy) Jin, Jingjing Li

Qual. Reliab. Eng. Int., 2016

2015

Reliability Evaluation of Large-Scale Systems With Identical Units.

Young Myoung Ko, Eunshin Byon

IEEE Trans. Reliab., 2015

Importance Sampling for Reliability Evaluation With Stochastic Simulation Models.

Youngjun Choe, Eunshin Byon, Nan Chen

Technometrics, 2015

Prioritizing regular demand while reserving capacity for emergency demand.

Xinxin Hu, Ying Li, Eunshin Byon, F. Barry Lawrence

Eur. J. Oper. Res., 2015

Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease.

Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shuai Huang

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2011

Simulation of wind farm operations and maintenance using discrete event system specification.

Eunshin Byon, Eduardo Pérez, Yu Ding, Lewis Ntaimo

Simul., 2011

2010

Optimal Maintenance Strategies for Wind Turbine Systems Under Stochastic Weather Conditions.

Eunshin Byon, Lewis Ntaimo, Yu Ding

IEEE Trans. Reliab., 2010

A stochastic DEVS wind turbine component model for wind farm simulation.

Eduardo Pérez, Lewis Ntaimo, Eunshin Byon, Yu Ding

Proceedings of the 2010 Spring Simulation Multiconference, 2010

2008

Collaborative data reduction for energy efficient sensor networks.

Chiwoo Park, Yu Ding, Eunshin Byon

Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007

Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems.

Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang

Proceedings of the Computational Science, 2007