Suk Joo Bae

47 papers Journal 46Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hierarchical Bayesian Multimodal Learning for Probabilistic RUL Prediction: An Evidential Framework with Uncertainty-Calibrated Fusion.
IEEE Trans. Reliab.
Yuan Wang, Yu Liu, Suk Joo Bae, Jun Wu, Yaguo Lei
2026 J jnl
Sensor fusion transformer for interpretable anomaly detection via multi-sensor time series data.
Eng. Appl. Artif. Intell.
Hee Tae Chung, Jihoon Chung, Suk Joo Bae
2026 J jnl
Statistical inference and optimal design for step-stress accelerated life testing with hybrid group censoring for non-destructive one-shot devices.
Reliab. Eng. Syst. Saf.
Man Ho Ling, Erhard Cramer, Suk Joo Bae
2025 J jnl
An Extended Gamma Process for Accelerated Destructive Degradation Test: Modeling and Optimal Design.
IEEE Trans. Reliab.
Man Ho Ling, Suk Joo Bae, Shengxin Jin, Hon Keung Tony Ng
2025 J jnl
An adaptive mixture prior in Bayesian convolutional autoencoder for early detecting anomalous degradation behaviors in lithium-ion batteries.
Reliab. Eng. Syst. Saf.
Sun Geu Chae, Suk Joo Bae
2025 J jnl
Redundancy Allocation Problem for a Continuous-State Series-Parallel System With Degrading Components: Electric Vehicle Application.
Qual. Reliab. Eng. Int.
Yuan Chen, Tao Yuan, Suk Joo Bae
2025 J jnl
Stochastic programming on joint optimization of redundancy design and condition-based maintenance for continuously degrading systems subject to uncertain usage stresses.
Reliab. Eng. Syst. Saf.
Xiaoyan Zhu, Yaqian Hao, Suk Joo Bae
2025 J jnl
The Prediction of Serum C-Reactive Protein Concentration Using Nonlinear Mixed-Effects Model.
IEEE Access
Suk Joo Bae, Gyu Ri Kim, Sun Geu Chae, Yeesuk Kim
2024 J jnl
A Proportional Intensity Model with Frailty for Missing Recurrent Failure Data.
Technometrics
Suk Joo Bae, Byeong Min Mun, Xiaoyan Zhu
2024 J jnl
A random-effect gamma process model with random initial degradation for accelerated destructive degradation testing data.
Qual. Reliab. Eng. Int.
Man Ho Ling, Suk Joo Bae
2024 J jnl
Depth-Based Condition Monitoring and Contributing Factor Analysis for Anomalies in Combined Cycle Power Plant.
IEEE Access
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
2024 J jnl
On the application of inverted Dirichlet distribution for reliability inference of completely censored components with dependence structure.
Comput. Ind. Eng.
Man Ho Ling, Narayanaswamy Balakrishnan, Suk Joo Bae
2021 J jnl
Mixed-Effects Nonhomogeneous Poisson Process Model for Multiple Repairable Systems.
IEEE Access
Byeong Min Mun, Paul H. Kvam, Suk Joo Bae
2021 J jnl
Reliability modelling for multi-component systems subject to stochastic deterioration and generalized cumulative shock damages.
Reliab. Eng. Syst. Saf.
Wenjie Dong, Sifeng Liu, Suk Joo Bae, Yingsai Cao
2021 J jnl
Superposed Poisson process models with a modified bathtub intensity function for repairable systems.
IISE Trans.
Tao Yuan, Tianqiang Yan, Suk Joo Bae
2021 J jnl
Two-level differential burn-in policy for spatially heterogeneous defect units in semiconductor manufacturing.
Comput. Ind. Eng.
Yuan Chen, Tao Yuan, Suk Joo Bae, Yue Kuo
2020 J jnl
A Step-Down Test Procedure for Wavelet Shrinkage Using Bootstrapping.
IEEE Access
Munwon Lim, Olufemi A. Omiatomu, Suk Joo Bae
2020 J jnl
A multi-stage imperfect maintenance strategy for multi-state systems with variable user demands.
Comput. Ind. Eng.
Wenjie Dong, Sifeng Liu, Suk Joo Bae, Yu Liu
2020 J jnl
Statistical Models of Overdispersed Spatial Defects for Predicting the Yield of Integrated Circuits.
IEEE Trans. Reliab.
Tao Yuan, Suk Joo Bae, Yue Kuo
2020 J jnl
Time-based replacement policies for a fault tolerant system subject to degradation and two types of shocks.
Qual. Reliab. Eng. Int.
Wenjie Dong, Sifeng Liu, Yingsai Cao, Suk Joo Bae
2019 J jnl
A cost-driven reliability demonstration plan based on accelerated degradation tests.
Reliab. Eng. Syst. Saf.
Seong-Joon Kim, Byeong Min Mun, Suk Joo Bae
2019 J jnl
Condition monitoring of a steam turbine generator using wavelet spectrum based control chart.
Reliab. Eng. Syst. Saf.
Suk Joo Bae, Byeong Min Mun, Woojin Chang, Brani Vidakovic
2019 J jnl
Reliability Prediction of Highly Scaled MOSFET Devices via Fractal Structure of Spatial Defects.
IEEE Access
Seong-Joon Kim, Man Soo Kim, Suk Joo Bae
2019 J jnl
Reliability assessment of a continuous-state fuel cell stack system with multiple degrading components.
Reliab. Eng. Syst. Saf.
Tao Yuan, Xinying Wu, Suk Joo Bae, Xiaoyan Zhu
2018 J jnl
Bayesian Approach for Two-Phase Degradation Data Based on Change-Point Wiener Process With Measurement Errors.
IEEE Trans. Reliab.
Pingping Wang, Yincai Tang, Suk Joo Bae, Ancha Xu
2018 J jnl
Bayesian analysis of two-phase degradation data based on change-point Wiener process.
Reliab. Eng. Syst. Saf.
Pingping Wang, Yincai Tang, Suk Joo Bae, Yong He
2018 J jnl
Data depth based support vector machines for predicting corporate bankruptcy.
Appl. Intell.
Sungdo Kim, Byeong Min Mun, Suk Joo Bae
2016 J jnl
A Bayesian approach to degradation-based burn-in optimization for display products exhibiting two-phase degradation patterns.
Reliab. Eng. Syst. Saf.
Tao Yuan, Suk Joo Bae, Xiaoyan Zhu
2016 J jnl
A Spatio-Temporal Defect Process Model for Competing Progressive Breakdown Modes of Ultra-Thin Gate Oxides.
IEEE Trans. Reliab.
Seong-Joon Kim, Tao Yuan, Suk Joo Bae
2016 J jnl
Bayesian degradation modeling for reliability prediction of organic light-emitting diodes.
J. Comput. Sci.
Suk Joo Bae, Tao Yuan, Seong-Joon Kim
2016 J jnl
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter.
IEEE Trans. Instrum. Meas.
Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk Joo Bae
2015 J jnl
A Bayesian approach to modeling two-phase degradation using change-point regression.
Reliab. Eng. Syst. Saf.
Suk Joo Bae, Tao Yuan, Shuluo Ning, Way Kuo
2015 J jnl
Reliability Estimation from Linear Degradation and Failure Time Data With Competing Risks Under a Step-Stress Accelerated Degradation Test.
IEEE Trans. Reliab.
Firoozeh Haghighi, Suk Joo Bae
2013 J jnl
A Constraint-based Maximum Entropy Sampling Method for Kriging Models in Fuel Cell Applications.
Qual. Reliab. Eng. Int.
Dong Ho Yeom, Suk Joo Bae
2013 J jnl
Change-point detection in failure intensity: A case study with repairable artillery systems.
Comput. Ind. Eng.
Suk Joo Bae, Byeong Min Mun, Kyung-Yong Kim
2013 J jnl
Cost-effective degradation test plan for a nonlinear random-coefficients model.
Reliab. Eng. Syst. Saf.
Seong-Joon Kim, Suk Joo Bae
2012 J jnl
A Genetic-Based Iterative Quantile Regression Algorithm for Analyzing Fatigue Curves.
Qual. Reliab. Eng. Int.
Jong In Park, Norman Kim, Suk Joo Bae
2011 J jnl
Bi-objective scheduling for reentrant hybrid flow shop using Pareto genetic algorithm.
Comput. Ind. Eng.
Hang-Min Cho, Suk Joo Bae, Jungwuk Kim, In-Jae Jeong
2011 J jnl
Yield Prediction for Integrated Circuits Manufacturing Through Hierarchical Bayesian Modeling of Spatial Defects.
IEEE Trans. Reliab.
Tao Yuan, Saleem Z. Ramadan, Suk Joo Bae
2010 J jnl
Direct Prediction Methods on Lifetime Distribution of Organic Light-Emitting Diodes From Accelerated Degradation Tests.
IEEE Trans. Reliab.
Jong In Park, Suk Joo Bae
2009 J jnl
Dual Features Functional Support Vector Machines for Fault Detection of Rechargeable Batteries.
IEEE Trans. Syst. Man Cybern. Part C
Jong In Park, Seung H. Baek, Myong K. Jeong, Suk Joo Bae
2008 J jnl
Degradation Analysis of Nano-Contamination in Plasma Display Panels.
IEEE Trans. Reliab.
Suk Joo Bae, Seong-Joon Kim, Man Soo Kim, Bae Jin Lee, Chang Wook Kang
2007 J jnl
Degradation models and implied lifetime distributions.
Reliab. Eng. Syst. Saf.
Suk Joo Bae, Way Kuo, Paul H. Kvam
2007 J jnl
Generalized Linear Mixed Models for Reliability Analysis of Multi-Copy Repairable Systems.
IEEE Trans. Reliab.
Furong Tan, Zhibin Jiang, Suk Joo Bae
2007 J jnl
Statistical Models for Hot Electron Degradation in Nano-Scaled MOSFET Devices.
IEEE Trans. Reliab.
Suk Joo Bae, Seong-Joon Kim, Way Kuo, Paul H. Kvam
2006 — conf
Automated Parameter Selection for Support Vector Machine Decision Tree.
ICONIP (2)
Gyunghyun Choi, Suk Joo Bae
2004 J jnl
A Nonlinear Random-Coefficients Model for Degradation Testing.
Technometrics
Suk Joo Bae, Paul H. Kvam