Szu Hui Ng

According to our database, Szu Hui Ng authored at least 71 papers between 2001 and 2024.

Collaborative distances:

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

2024

Enhanced Global Optimization With Parallel Global and Local Structures for Real-Time Control Systems.

Qun Meng, Haowei Wang, Songhao Wang, Szu Hui Ng

IEEE Trans Autom. Sci. Eng., July, 2024

Trajectory-Based Multi-Objective Hyperparameter Optimization for Model Retraining.

Wenyu Wang, Zheyi Fan, Szu Hui Ng

CoRR, 2024

Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization.

Zheyi Fan, Wenyu Wang, Szu Hui Ng, Qingpei Hu

CoRR, 2024

2023

A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms.

Zheyi Fan, Szu Hui Ng, Qingpei Hu

CoRR, 2023

2022

A Multilevel Simulation Optimization Approach for Quantile Functions.

Songhao Wang, Szu Hui Ng, William Benjamin Haskell

INFORMS J. Comput., 2022

Combined Global and Local Search for Optimization with Gaussian Process Models.

Qun Meng, Songhao Wang, Szu Hui Ng

INFORMS J. Comput., 2022

A model aggregation approach for high-dimensional large-scale optimization.

Haowei Wang, Ercong Zhang, Szu Hui Ng, Giulia Pedrielli

CoRR, 2022

Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization.

Shouri Hu, Haowei Wang, Zhongxiang Dai, Bryan Kian Hsiang Low, Szu Hui Ng

CoRR, 2022

Gaussian Processes for High-Dimensional, Large Data Sets: A Review.

Mengrui Mina Jiang, Giulia Pedrielli, Szu Hui Ng

Proceedings of the Winter Simulation Conference, 2022

2021

Stochastic optimization with adaptive restart: a framework for integrated local and global learning.

Logan Mathesen, Giulia Pedrielli, Szu Hui Ng, Zelda B. Zabinsky

J. Glob. Optim., 2021

2020

An Integrated Method for Simultaneous Calibration and Parameter Selection in Computer Models.

Jun Yuan, Szu Hui Ng

ACM Trans. Model. Comput. Simul., 2020

Enhancing Response Predictions with a Joint Gaussian Process Model for Stochastic Simulation Models.

Songhao Wang, Szu Hui Ng

ACM Trans. Model. Comput. Simul., 2020

A Real Time Simulation Optimization Framework for Vessel Collision Avoidance and the Case of Singapore Strait.

Giulia Pedrielli, Yifan Xing, Jia Hao Peh, Kim Wee Koh, Szu Hui Ng

IEEE Trans. Intell. Transp. Syst., 2020

Gaussian process based optimization algorithms with input uncertainty.

Haowei Wang, Jun Yuan, Szu Hui Ng

IISE Trans., 2020

An extended Two-Stage Sequential Optimization approach: Properties and performance.

Giulia Pedrielli, Songhao Wang, Szu Hui Ng

Eur. J. Oper. Res., 2020

Stochastic Gaussian Process Model Averaging for High-Dimensional Inputs.

Maxime Xuereb, Szu Hui Ng, Giulia Pedrielli

Proceedings of the Winter Simulation Conference, 2020

A Gaussian Process Based Algorithm for Stochastic Simulation Optimization with Input Distribution Uncertainty.

Haowei Wang, Szu Hui Ng, Xun Zhang

Proceedings of the Winter Simulation Conference, 2020

Partition-Based Bayesian Optimization for Stochastic Simulations.

Songhao Wang, Szu Hui Ng

Proceedings of the Winter Simulation Conference, 2020

2019

Metamodel-based optimization of stochastic computer models for engineering design under uncertain objective function.

Guilin Li, Matthias Hwai Yong Tan, Szu Hui Ng

IISE Trans., 2019

A data-driven online truncation method for transient bias reduction in steady-state simulations.

Nan Zhang, Jun Yuan, Szu Hui Ng

Comput. Ind. Eng., 2019

Principal Component Analysis for High Dimension Stochastic Gaussian Process Model Fitting.

Maxime Xuereb, Tian Ming Huo, Szu Hui Ng

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018

Quantile simulation Optimization with stochastic Co-Kriging Model.

Songhao Wang, Szu Hui Ng, William Benjamin Haskell

Proceedings of the 2018 Winter Simulation Conference, 2018

Informational Approach to Global Optimization with Input Uncertainty for Homoscedastic Stochastic Simulation.

Haowei Wang, Jun Yuan, Szu Hui Ng

Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

2017

A joint Gaussian process metamodel to improve quantile predictions.

Songhao Wang, Szu Hui Ng

Proceedings of the 2017 Winter Simulation Conference, 2017

Enhancing pattern search for global optimization with an additive global and local Gaussian Process model.

Qun Meng, Szu Hui Ng

Proceedings of the 2017 Winter Simulation Conference, 2017

Trust region based stochastic optimization with adaptive restart: A family of global optimization algorithms.

Logan Mathesen, Giulia Pedrielli, Szu Hui Ng

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

G-STAR: A new Kriging-based trust region method for global optimization.

Giulia Pedrielli, Szu Hui Ng

Proceedings of the Winter Simulation Conference, 2016

Combined Global and Local method for stochastic simulation optimization with an AGLGP model.

Qun Meng, Szu Hui Ng

Proceedings of the Winter Simulation Conference, 2016

2015

Calibration, Validation, and Prediction in Random Simulation Models: Gaussian Process Metamodels and a Bayesian Integrated Solution.

Jun Yuan, Szu Hui Ng

ACM Trans. Model. Comput. Simul., 2015

Bunkering decisions for a shipping liner in an uncertain environment with service contract.

Sugoutam Ghosh, Loo Hay Lee, Szu Hui Ng

Eur. J. Oper. Res., 2015

Kriging-based simulation-optimization: a stochastic recursion perspective.

Giulia Pedrielli, Szu Hui Ng

Proceedings of the 2015 Winter Simulation Conference, 2015

An additive global and local gaussian process model for large data sets.

Qun Meng, Szu Hui Ng

Proceedings of the 2015 Winter Simulation Conference, 2015

Hurdle model with random effects for the study of copper hillocks growth in integrated circuits manufacturing.

Guilin Li, Royston Tan, Szu Hui Ng, Daniel Chua

Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

An AIS-based framework for real time monitoring of vessels efficiency.

Hongtao Chi, Giulia Pedrielli, Thomas Kister, Szu Hui Ng, Stéphane Bressan

Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014

A study of N-version programming and its impact on software availability.

Min Xie, Chengjie Xiong, Szu Hui Ng

Int. J. Syst. Sci., 2014

SNAT: simulation-based search for navigation safety. The case of Singapore strait.

Xingyi Chen, Giulia Pedrielli, Szu Hui Ng

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

Calibration of Stochastic Computer Models Using Stochastic Approximation Methods.

Jun Yuan, Szu Hui Ng, Kwok Leung Tsui

IEEE Trans Autom. Sci. Eng., 2013

A sequential approach for stochastic computer model calibration and prediction.

Jun Yuan, Szu Hui Ng

Reliab. Eng. Syst. Saf., 2013

An entropy based sequential calibration approach for stochastic computer models.

Yuan Jun, Szu Hui Ng

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

Bayesian Kriging Analysis and Design for Stochastic Simulations.

Szu Hui Ng, Jun Yin

ACM Trans. Model. Comput. Simul., 2012

A study on bunker fuel management for the shipping liner services.

Zhishuang Yao, Szu Hui Ng, Loo Hay Lee

Comput. Oper. Res., 2012

Multi-Objective Optimization Approaches to Software Release Time Determination.

Xiang Li, Min Xie, Szu Hui Ng

Asia Pac. J. Oper. Res., 2012

2011

Optimal software maintenance policy considering unavailable time.

Chengjie Xiong, Min Xie, Szu Hui Ng

J. Softw. Maintenance Res. Pract., 2011

Optimal defence of single object with imperfect false targets.

Rui Peng, Gregory Levitin, Min Xie, Szu Hui Ng

J. Oper. Res. Soc., 2011

Reliability analysis and optimal version-updating for open source software.

Xiang Li, Yan-Fu Li, Min Xie, Szu Hui Ng

Inf. Softw. Technol., 2011

Bayesian calibration of stochastic computer models.

Jun Yuan, Szu Hui Ng

Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

Redundancy allocation for series-parallel warm-standby systems.

Ola Tannous, Liudong Xing, Rui Peng, Min Xie, Szu Hui Ng

Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

Software reliability modelling and optimization for multi-release software development processes.

Qingpei Hu, Rui Peng, Min Xie, Szu Hui Ng, Gregory Levitin

Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

2010

Defending simple series and parallel systems with imperfect false targets.

Rui Peng, Gregory Levitin, Min Xie, Szu Hui Ng

Reliab. Eng. Syst. Saf., 2010

A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems.

Yan-Fu Li, Szu Hui Ng, Min Xie, T. N. Goh

Appl. Soft Comput., 2010

A Bayesian metamodeling approach for stochastic simulations.

Jun Yin, Szu Hui Ng, Kien Ming Ng

Proceedings of the 2010 Winter Simulation Conference, 2010

Testing Effort Dependent Software FDP and FCP Models with Consideration of Imperfect Debugging.

Rui Peng, Q. P. Hu, Szu Hui Ng, Min Xie

Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

2009

A Study on the Effects of Parameter Estimation on Kriging Model's Prediction Error in Stochastic Simulations.

Jun Yin, Szu Hui Ng, Kien Ming Ng

Proceedings of the 2009 Winter Simulation Conference, 2009

Service Reliability and Availability Analysis of Distributed Software Systems Considering Malware Attack.

Chengjie Xiong, Yan-Fu Li, Min Xie, Szu Hui Ng, Thong Ngee Goh

Proceedings of the Advances in Software Engineering, 2009

2008

On the Trend of Remaining Software Defect Estimation.

Chenggang Bai, Kai-Yuan Cai, Q. P. Hu, Szu Hui Ng

IEEE Trans. Syst. Man Cybern. Part A, 2008

Reliability analysis and optimization of weighted voting systems with continuous states input.

Quan Long, Min Xie, Szu Hui Ng, Gregory Levitin

Eur. J. Oper. Res., 2008

2007

Software Reliability Predictions using Artificial Neural Networks.

Q. P. Hu, Min Xie, Szu Hui Ng

Proceedings of the Intelligence in Reliability Engineering: New Metaheuristics, 2007

Uncertainty Analysis in Software Reliability Modeling by Bayesian Analysis with Maximum-Entropy Principle.

Yuan-Shun Dai, Min Xie, Quan Long, Szu Hui Ng

IEEE Trans. Software Eng., 2007

Modeling and Analysis of Software Fault Detection and Correction Process by Considering Time Dependency.

Y. P. Wu, Q. P. Hu, Min Xie, Szu Hui Ng

IEEE Trans. Reliab., 2007

Robust recurrent neural network modeling for software fault detection and correction prediction.

Q. P. Hu, Min Xie, Szu Hui Ng, Gregory Levitin

Reliab. Eng. Syst. Saf., 2007

A study of the modeling and analysis of software fault-detection and fault-correction processes.

Min Xie, Qingpei Hu, Y. P. Wu, Szu Hui Ng

Qual. Reliab. Eng. Int., 2007

2006

Reducing parameter uncertainty for stochastic systems.

Szu Hui Ng, Stephen E. Chick

ACM Trans. Model. Comput. Simul., 2006

Detection and Correction Process Modeling Considering the Time Dependency.

Y. P. Wu, Q. P. Hu, Min Xie, Szu Hui Ng

Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2006), 2006

Early Software Reliability Prediction with ANN Models.

Q. P. Hu, Min Xie, Szu Hui Ng

Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2006), 2006

Early Software Reliability Prediction with Extended ANN Model.

Q. P. Hu, Yuan-Shun Dai, Min Xie, Szu Hui Ng

Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

2005

Software failure prediction based on a Markov Bayesian network model.

Chenggang Bai, Q. P. Hu, Min Xie, Szu Hui Ng

J. Syst. Softw., 2005

Bayesian Networks Modeling for Software Inspection Effectiveness.

Y. P. Wu, Q. P. Hu, Szu Hui Ng, Min Xie

Proceedings of the 11th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2005), 2005

2004

Time Series Analysis for Quality Improvement: a Soft Computing Approach.

Kai Xu, Szu Hui Ng, S. L. Ho

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Simulation test bed for manufacturing analysis: benchmarking of a stochastic production planning model in a simulation testbed.

Germán Riaño, Richard F. Serfozo, Steven Hackman, Szu Hui Ng, Lai Peng Chan, Peter Lendermann

Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

2002

Simulation input analysis: joint criterion for factor identification and parameter estimation.

Stephen E. Chick, Szu Hui Ng

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

2001

Reducing input parameter uncertainty for simulations.

Szu Hui Ng, Stephen E. Chick

Proceedings of the 33nd conference on Winter simulation, 2001