Youngjun Choe

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Satellite Imagery

Simulation Model

Gaussian Process Regression

Importance Sampling

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans Autom. Sci. Eng.

Int. J. Prod. Res.

Publications

Matthew Martell, Nick Terry, Ribhu Sengupta, Chris Salazar, Nicole A. Errett, Scott B. Miles, Joseph Wartman, Youngjun Choe
Open-source data pipeline for street-view images: a case study on community mobility during COVID-19 pandemic. CoRR (2024)
Nicole A. Errett, Joseph Wartman, Scott B. Miles, Ben Silver, Matthew Martell, Youngjun Choe
Street View Data Collection Design for Disaster Reconnaissance. CoRR (2023)
Quoc Dung Cao, Scott B. Miles, Youngjun Choe
Infrastructure recovery curve estimation using Gaussian process regression on expert elicited data. Reliab. Eng. Syst. Saf. 217 (2022)
Zhanlin Liu, Youngjun Choe
Data-driven sparse polynomial chaos expansion for models with dependent inputs. CoRR (2021)
James K. Starling, Christina Mastrangelo, Youngjun Choe
Improving Weibull distribution estimation for generalized Type I censored data using modified SMOTE. Reliab. Eng. Syst. Saf. 211 (2021)
Zhanlin Liu, Ashis G. Banerjee, Youngjun Choe
Identifying the Influential Inputs for Network Output Variance Using Sparse Polynomial Chaos Expansion. IEEE Trans Autom. Sci. Eng. 18 (3) (2021)
James K. Starling, Youngjun Choe, Christina Mastrangelo
Identifying DMSMS availability risk at the system level. Int. J. Prod. Res. 59 (10) (2021)
Quoc Dung Cao, Youngjun Choe
Post-Hurricane Damage Assessment Using Satellite Imagery and Geolocation Features. CoRR (2020)
Nick Terry, Youngjun Choe
Splitting Gaussian Process Regression for Streaming Data. CoRR (2020)
James K. Starling, Youngjun Choe, Christina Mastrangelo
Optimal Technology Refresh Strategies for Strategic DMSMS Management using Ranking and Selection. WSC (2019)
Quoc Dung Cao, Youngjun Choe
Cross-entropy based importance sampling for stochastic simulation models. Reliab. Eng. Syst. Saf. 191 (2019)
Quoc Dung Cao, Youngjun Choe
Deep Learning Based Damage Detection on Post-Hurricane Satellite Imagery. CoRR (2018)
Sean Andrew Chen, Andrew Escay, Christopher Haberland, Tessa Schneider, Valentina Staneva, Youngjun Choe
Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery. CoRR (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)