Eunshin Byon

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 11

Top Topics

Stratified Sampling

Importance Sampling

Top Venues

IEEE Trans. Reliab.

IEEE Trans Autom. Sci. Eng.

Publications

Euihwan Lee, Jaehyoung Ju, Eunshin Byon, Young Myoung Ko
Condition-Based Selective Maintenance Optimization for Large-Scale Systems Consisting of Many Homogeneous Units. IEEE Trans. Reliab. 73 (2) (2024)
Youngchan Jang, Eunshin Byon, Soham Vanage, Kristen Cetin, David E. Jahn, William Gallus, Lance Manuel
Spatiotemporal Post-Calibration in a Numerical Weather Prediction Model for Quantifying Building Energy Consumption. IEEE Trans Autom. Sci. Eng. 20 (4) (2023)
Seung Min Baik, Eunshin Byon, Young Myoung Ko
Distributionally Robust Stratified Sampling for Stochastic Simulations with Multiple Uncertain Input Models. CoRR (2023)
Seung Min Baik, Young Myoung Ko, Eunshin Byon
Robust Importance Sampling for Stochastic Simulations with Uncertain Parametric Input Model. WSC (2023)
Pranav Jain, Eunshin Byon, Sara Shashaani
Robust Simulation Optimization with Stratification. WSC (2022)
Qiyun Pan, Young Myoung Ko, Eunshin Byon
Uncertainty Quantification for Extreme Quantile Estimation With Stochastic Computer Models. IEEE Trans. Reliab. 70 (1) (2021)
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)
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shan Liu, Shuai Huang
A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population. IEEE Trans. Reliab. 67 (1) (2018)
Eunshin Byon, Youngjun Choe, Nattavut Yampikulsakul
Adaptive Learning in Time-Variant Processes With Application to Wind Power Systems. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Youngjun Choe, Weihong Guo, Eunshin Byon, Jionghua (Judy) Jin, Jingjing Li
Change-Point Detection on Solar Panel Performance Using Thresholded LASSO. Qual. Reliab. Eng. Int. 32 (8) (2016)
Youngjun Choe, Eunshin Byon, Nan Chen
Importance Sampling for Reliability Evaluation With Stochastic Simulation Models. Technometrics 57 (3) (2015)
Xinxin Hu, Ying Li, Eunshin Byon, F. Barry Lawrence
Prioritizing regular demand while reserving capacity for emergency demand. Eur. J. Oper. Res. 247 (2) (2015)
Young Myoung Ko, Eunshin Byon
Reliability Evaluation of Large-Scale Systems With Identical Units. IEEE Trans. Reliab. 64 (1) (2015)
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shuai Huang
Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease. SDM (2015)
Eunshin Byon, Eduardo Pérez, Yu Ding, Lewis Ntaimo
Simulation of wind farm operations and maintenance using discrete event system specification. Simul. 87 (12) (2011)
Eunshin Byon, Lewis Ntaimo, Yu Ding
Optimal Maintenance Strategies for Wind Turbine Systems Under Stochastic Weather Conditions. IEEE Trans. Reliab. 59 (2) (2010)
Eduardo Pérez, Lewis Ntaimo, Eunshin Byon, Yu Ding
A stochastic DEVS wind turbine component model for wind farm simulation. SpringSim (2010)
Chiwoo Park, Yu Ding, Eunshin Byon
Collaborative data reduction for energy efficient sensor networks. CASE (2008)
Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang
Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems. International Conference on Computational Science (1) (2007)