Suk Joo Bae

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 23

Top Topics

Poisson Process

Statistical Models

Bayesian Analysis

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Reliab.

Comput. Ind. Eng.

Publications

Man Ho Ling, Suk Joo Bae
A random-effect gamma process model with random initial degradation for accelerated destructive degradation testing data. Qual. Reliab. Eng. Int. 40 (1) (2024)
Suk Joo Bae, Byeong Min Mun, Xiaoyan Zhu
A Proportional Intensity Model with Frailty for Missing Recurrent Failure Data. Technometrics 66 (2) (2024)
Munwon Lim, Yunhee Kim, Shengxin Jin, Sangwoo Ha, Sung Yong Chang, Hae Su Kang, Gyu Sang Park, Mi Lee Joo, Chang-Sik Jung, Youngjin Cho, Suk Joo Bae
Depth-Based Condition Monitoring and Contributing Factor Analysis for Anomalies in Combined Cycle Power Plant. IEEE Access 12 (2024)
Man Ho Ling, Narayanaswamy Balakrishnan, Suk Joo Bae
On the application of inverted Dirichlet distribution for reliability inference of completely censored components with dependence structure. Comput. Ind. Eng. 196 (2024)
Yuan Chen, Tao Yuan, Suk Joo Bae, Yue Kuo
Two-level differential burn-in policy for spatially heterogeneous defect units in semiconductor manufacturing. Comput. Ind. Eng. 162 (2021)
Wenjie Dong, Sifeng Liu, Suk Joo Bae, Yingsai Cao
Reliability modelling for multi-component systems subject to stochastic deterioration and generalized cumulative shock damages. Reliab. Eng. Syst. Saf. 205 (2021)
Byeong Min Mun, Paul H. Kvam, Suk Joo Bae
Mixed-Effects Nonhomogeneous Poisson Process Model for Multiple Repairable Systems. IEEE Access 9 (2021)
Tao Yuan, Tianqiang Yan, Suk Joo Bae
Superposed Poisson process models with a modified bathtub intensity function for repairable systems. IISE Trans. 53 (9) (2021)
Wenjie Dong, Sifeng Liu, Suk Joo Bae, Yu Liu
A multi-stage imperfect maintenance strategy for multi-state systems with variable user demands. Comput. Ind. Eng. 145 (2020)
Wenjie Dong, Sifeng Liu, Yingsai Cao, Suk Joo Bae
Time-based replacement policies for a fault tolerant system subject to degradation and two types of shocks. Qual. Reliab. Eng. Int. 36 (7) (2020)
Munwon Lim, Olufemi A. Omiatomu, Suk Joo Bae
A Step-Down Test Procedure for Wavelet Shrinkage Using Bootstrapping. IEEE Access 8 (2020)
Tao Yuan, Suk Joo Bae, Yue Kuo
Statistical Models of Overdispersed Spatial Defects for Predicting the Yield of Integrated Circuits. IEEE Trans. Reliab. 69 (2) (2020)
Suk Joo Bae, Byeong Min Mun, Woojin Chang, Brani Vidakovic
Condition monitoring of a steam turbine generator using wavelet spectrum based control chart. Reliab. Eng. Syst. Saf. 184 (2019)
Seong-Joon Kim, Byeong Min Mun, Suk Joo Bae
A cost-driven reliability demonstration plan based on accelerated degradation tests. Reliab. Eng. Syst. Saf. 183 (2019)
Tao Yuan, Xinying Wu, Suk Joo Bae, Xiaoyan Zhu
Reliability assessment of a continuous-state fuel cell stack system with multiple degrading components. Reliab. Eng. Syst. Saf. 189 (2019)
Seong-Joon Kim, Man Soo Kim, Suk Joo Bae
Reliability Prediction of Highly Scaled MOSFET Devices via Fractal Structure of Spatial Defects. IEEE Access 7 (2019)
Sungdo Kim, Byeong Min Mun, Suk Joo Bae
Data depth based support vector machines for predicting corporate bankruptcy. Appl. Intell. 48 (3) (2018)
Pingping Wang, Yincai Tang, Suk Joo Bae, Yong He
Bayesian analysis of two-phase degradation data based on change-point Wiener process. Reliab. Eng. Syst. Saf. 170 (2018)
Pingping Wang, Yincai Tang, Suk Joo Bae, Ancha Xu
Bayesian Approach for Two-Phase Degradation Data Based on Change-Point Wiener Process With Measurement Errors. IEEE Trans. Reliab. 67 (2) (2018)
Suk Joo Bae, Tao Yuan, Seong-Joon Kim
Bayesian degradation modeling for reliability prediction of organic light-emitting diodes. J. Comput. Sci. 17 (2016)
Tao Yuan, Suk Joo Bae, Xiaoyan Zhu
A Bayesian approach to degradation-based burn-in optimization for display products exhibiting two-phase degradation patterns. Reliab. Eng. Syst. Saf. 155 (2016)
Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk Joo Bae
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter. IEEE Trans. Instrum. Meas. 65 (6) (2016)
Seong-Joon Kim, Tao Yuan, Suk Joo Bae
A Spatio-Temporal Defect Process Model for Competing Progressive Breakdown Modes of Ultra-Thin Gate Oxides. IEEE Trans. Reliab. 65 (1) (2016)
Suk Joo Bae, Tao Yuan, Shuluo Ning, Way Kuo
A Bayesian approach to modeling two-phase degradation using change-point regression. Reliab. Eng. Syst. Saf. 134 (2015)
Firoozeh Haghighi, Suk Joo Bae
Reliability Estimation from Linear Degradation and Failure Time Data With Competing Risks Under a Step-Stress Accelerated Degradation Test. IEEE Trans. Reliab. 64 (3) (2015)
Dong Ho Yeom, Suk Joo Bae
A Constraint-based Maximum Entropy Sampling Method for Kriging Models in Fuel Cell Applications. Qual. Reliab. Eng. Int. 29 (6) (2013)
Seong-Joon Kim, Suk Joo Bae
Cost-effective degradation test plan for a nonlinear random-coefficients model. Reliab. Eng. Syst. Saf. 110 (2013)
Suk Joo Bae, Byeong Min Mun, Kyung-Yong Kim
Change-point detection in failure intensity: A case study with repairable artillery systems. Comput. Ind. Eng. 64 (1) (2013)
Jong In Park, Norman Kim, Suk Joo Bae
A Genetic-Based Iterative Quantile Regression Algorithm for Analyzing Fatigue Curves. Qual. Reliab. Eng. Int. 28 (8) (2012)
Tao Yuan, Saleem Z. Ramadan, Suk Joo Bae
Yield Prediction for Integrated Circuits Manufacturing Through Hierarchical Bayesian Modeling of Spatial Defects. IEEE Trans. Reliab. 60 (4) (2011)
Hang-Min Cho, Suk Joo Bae, Jungwuk Kim, In-Jae Jeong
Bi-objective scheduling for reentrant hybrid flow shop using Pareto genetic algorithm. Comput. Ind. Eng. 61 (3) (2011)
Jong In Park, Suk Joo Bae
Direct Prediction Methods on Lifetime Distribution of Organic Light-Emitting Diodes From Accelerated Degradation Tests. IEEE Trans. Reliab. 59 (1) (2010)
Jong In Park, Seung H. Baek, Myong K. Jeong, Suk Joo Bae
Dual Features Functional Support Vector Machines for Fault Detection of Rechargeable Batteries. IEEE Trans. Syst. Man Cybern. Part C 39 (4) (2009)
Suk Joo Bae, Seong-Joon Kim, Man Soo Kim, Bae Jin Lee, Chang Wook Kang
Degradation Analysis of Nano-Contamination in Plasma Display Panels. IEEE Trans. Reliab. 57 (2) (2008)
Furong Tan, Zhibin Jiang, Suk Joo Bae
Generalized Linear Mixed Models for Reliability Analysis of Multi-Copy Repairable Systems. IEEE Trans. Reliab. 56 (1) (2007)
Suk Joo Bae, Way Kuo, Paul H. Kvam
Degradation models and implied lifetime distributions. Reliab. Eng. Syst. Saf. 92 (5) (2007)
Suk Joo Bae, Seong-Joon Kim, Way Kuo, Paul H. Kvam
Statistical Models for Hot Electron Degradation in Nano-Scaled MOSFET Devices. IEEE Trans. Reliab. 56 (3) (2007)
Gyunghyun Choi, Suk Joo Bae
Automated Parameter Selection for Support Vector Machine Decision Tree. ICONIP (2) (2006)
Suk Joo Bae, Paul H. Kvam
A Nonlinear Random-Coefficients Model for Degradation Testing. Technometrics 46 (4) (2004)