PhD in Industrial and Operations Engineering
University of Michigan, 1997
Article
Article
Article
Article
Article
Process monitoring for covariance matrices with latent structures
Article
Article
Article
Data Imputation from the Perspective of Graph Dirichlet Energy
Conference paper
Improving Generalization in Equivariant Graph Neural Networks with Physical Inductive Biases
Conference paper
SEGNO: GENERALIZING EQUIVARIANT GRAPH NEURAL NETWORKS WITH PHYSICAL INDUCTIVE BIASES
Conference paper
A Phase II score-based distribution-free method for jointly monitoring location and scale
Article
An optimization method for change-point monitoring in finite samples sequence
Article
Article
Efficient and interpretable monitoring of high-dimensional categorical processes
Article
Knockoff procedure for false discovery rate control in high-dimensional data streams
Article
Article
Nonparametric passenger flow monitoring using a minimum distance criterion
Article
Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques
Article
Robust online detection in serially correlated directed network
Article
Article
Book chapter
A Co-training Approach for Noisy Time Series Learning
Conference paper
Conference paper
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping
Conference paper
Deep Insights into Noisy Pseudo Labeling on Graph Data
Conference paper
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder
Conference paper
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax
Conference paper
Conference paper
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport
Conference paper
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering
Conference paper
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning
Conference paper
Bayesian Cross-Product Quality Control via Transfer Learning
Article
Change Detection in Parametric Multivariate Dynamic Data Streams Using the ARMAX-GARCH Model
Article
Directional PCA for fast detection and accurate diagnosis: a unified framework
Article
Article
Optimal Sequential Tests for Monitoring Changes in the Distribution of Finite Observation Sequences
Article
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection
Article
Self-starting process monitoring based on transfer learning
Article
Article
Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring
Conference paper
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning
Conference paper
Article
A Risk-Adjusted Approach to Monitoring Surgery for Survival Outcomes Based on a Weighted Score Test
Article
Distribution Inference from Early-Stage Stationary Data Streams by Transfer Learning
Article
Article
Hierarchical Sparse Functional Principal Component Analysis for Multistage Multivariate Profile Data
Article
Multi-Sensor Based landslide Monitoring via Transfer Learning
Article
Nonparametric Monitoring of Multivariate Data via KNN Learning
Article
Optimal Space-Filling Design for Symmetrical Global Sensitivity Analysis of Complex Black-Box Models
Article
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach
Conference paper
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting
Conference paper
A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control
Article
Change Detection of Profile with Jumps and its Application to 3D Printing
Article
Configuration-Based Smart Customization Service: A Multitask Learning Approach
Article
Discussion of “A Novel Approach to the Analysis of Spatial and Functional Data Over Complex Domains”
Article
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile
Article
Article
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction
Conference paper
Article
A Control Scheme for Monitoring Process Covariance Matrices with More Variables Than Observations
Article
A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data
Article
Economic Parameter Design for Ultra-Fast Laser Micro-Drilling Process
Article
Monitoring of Power Consumption Requirement Load Process and Price Adjustment for Smart Grid
Article
Monitoring the Data Quality of Data Streams Using a Two-Step Control Scheme
Article
Article
Stability Conditions and Robustness Analysis of a General MMSE Run-to-Run Controller
Article
The Internet of Things for Smart Manufacturing: A Review
Article
50 Years of the Journal of Quality Technology
Article
Article
Article
A Robust CUSUM Scheme with a Weighted Likelihood Ratio to Monitor an Overdispersed Counting Process
Article
A Spatial-Adaptive Sampling Procedure for Online Monitoring of Big Data Streams
Article
Adaptive Monitoring of Multimodal Data
Article
Article
Editor's Notes on Special Issue on "Reliability and Maintenance Modeling with Big Data"
Article
Editors' Note for Special Issue: "Quality Engineering in Advanced Manufacturing"
Article
Online Profile Monitoring for Surgical Outcomes Using a Weighted Score Test
Article
Opportunities and Challenges of Quality Engineering for Additive Manufacturing
Article
Registration-Free Monitoring of Multimode Near-Circular Shape Profiles
Article
Article
Article
Statistical Transfer Learning: A Review and some Extensions to Statistical Process Control
Conference paper
A Phase I Multi-Modelling Approach for Profile Monitoring of Signal Data
Article
A Robust Self-Starting Spatial Rank Multivariate EWMA Chart Based on Forward Variable Selection
Article
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing
Article
Article
On the Optimality of Bayesian Change-Point Detection
Article
Ordinal Profile Monitoring with Random Explanatory Variables
Article
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test
Article
A Control Scheme for Autocorrelated Bivariate Binomial Data
Article
A False Discovery Approach for Scanning Spatial Disease Clusters with Arbitrary Shapes
Article
Directional Control Schemes for Processes with Mixed-Type Data
Article
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes
Article
Monitoring Censored Lifetime Data with a Weighted-Likelihood Scheme
Article
Rank-Based Process Control for Mixed-Type Data
Article
Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers
Article
Article
Detection and Diagnosis of Distribution Changes of Degree Ratio in Complex Networks
Article
A New Multivariate EWMA Scheme for Monitoring Covariance Matrices
Article
A Simple Categorical Chart for Detecting Location Shifts with Ordinal Information
Article
Adaptive Nonparametric CUSUM Scheme for Detecting Unknown Shifts in Location
Article
LASSO-Based Diagnosis Scheme for Multistage Processes with Binary Data
Article
Multivariate Binomial/Multinomial Control Chart
Article
Statistical Surface Monitoring by Spatial-Structure Modeling
Article
The Stability, Bullwhip Effect and Optimization of a Horizontal Collaboration Supply Chain Network
Article
Article
Shape deviation modeling for fused deposition modeling processes
Conference paper
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Article
Article
Improved Design of Kernel Distance-Based Charts Using Support Vector Methods
Article
Monitoring Poisson Count Data with Probability Control Limits when Sample Sizes are Time Varying
Article
Statistical Process Control for Multistage Processes with Binary Outputs
Article
A Comparison Study of Effectiveness and Robustness of Control Charts for Monitoring Process Mean
Article
A Density-Based Statistical Process Control Scheme for High-Dimensional and Mixed-Type Observations
Article
A Distribution-Free Robust Method for Monitoring Linear Profiles Using Rank-Based Regression
Article
A Spatial Rank-Based Multivariate EWMA Control Chart
Article
A Variable-Selection-Based Multivariate EWMA Chart for Process Monitoring and Diagnosis
Article
Directional Control Schemes for Multivariate Categorical Processes
Article
Article
LASSO-Based Multivariate Linear Profile Monitoring
Article
Multiple Attribute Control Charts with False Discovery Rate Control
Article
Prediction of Time-Varying Metrology Delay for dEWMA and RLS-LT Controllers
Article
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Article
A Multivariate Sign EWMA Control Chart
Article
Detecting and Diagnosing Covariance Matrix Changes in Multistage Processes
Article
Monitoring Batch Processes with Multiple On-Off Steps in Semiconductor Manufacturing
Article
Profile Monitoring with Binary Data and Random Predictors
Article
Statistical Quality Control: Recent Advances
Book chapter
Statistical Process Control for Service Processes with Binary Outputs
Conference paper
A Nonlinear Filter Control Chart for Detecting Dynamic Changes
Article
Chart Allocation Strategy for Serial-Parallel Multistage Manufacturing Processes
Article
Article
Detection of Changes in a Random Financial Sequence with a Stable Distribution
Article
Editorial—INFORMS 2009 Annual Meeting
Article
Likelihood Ratio-Based Distribution-Free EWMA Control Charts
Article
Recursive Parameter Estimation for Categorical Process Control
Article
Article
Adaptive Charting Techniques: Literature Review and Extensions
Book chapter
Conference paper
Industrial Engineering in Asia
Conference paper
Monitoring A Process with Mixed-Type and High-Dimensional Data
Conference paper
A Chart Allocation Strategy for Multistage Processes
Article
Adaptive Charting Schemes Based on Double Sequential Probability Ratio Tests
Article
An Adaptive Dimension Reduction Scheme for Monitoring Feedback-Controlled Processes
Article
Article
Article
One-Class Classification-Based Control Charts for Multivariate Process Monitoring
Article
Run Length Properties of the CUSUM and EWMA Schemes for a Stationary Linear Process
Article
Smith-EWMA Run-to-Run Control Schemes for a Process with Measurement Delay
Article
The Optimal Stopping Time for Detecting Changes in Discrete Time Markov Processes
Article
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables
Article
Bayesian Fault Identification of Multistage Processes
Conference paper
Statistical Process Control Techniques for Service Processes: A Review
Conference paper
Statistical Process Control Techniques for Service Processes: A Review
Conference paper
A Change Point Approach for Phase I Analysis in Multistage Processes
Article
A Variable Multivariate EWMA Controller for Run-by-Run Process Adjustment
Article
An Adaptive T2 Chart for Monitoring Dynamic Systems
Article
Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis
Article
Monitoring Autocorrelated Processes Using Variable Sampling Schemes at Fixed-Times
Article
Monitoring Profiles Based on Nonparametric Regression Methods
Article
Statistical Monitoring of Multi-Stage Processes Based on Engineering Models
Article
Article
A Self-Starting Control Chart for Linear Profiles
Article
Applying Manufacturing Batch Techniques to Fraud Detection with Incomplete Customer Information
Article
CUSUM and EWMA Multi-Charts for Detecting a Range of Mean Shifts
Article
Detection and Diagnosis of Unknown Abrupt Changes Using CUSUM Multi-Chart Schemes
Article
Evolving Kernel Principal Component Analysis for Fault Diagnosis
Article
Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes
Article
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes
Article
Pushing Quality Improvement Along Supply Chains
Article
Run-to-Run Process Adjustment Using Categorical Observations
Article
Variable EWMA Run-to-Run Controller for Drifted Processes
Article
Article
A Review of Regression Control Charts
Book chapter
Pushing Quality Improvement Along Supply Chains
Conference paper
A Comparative Study of Joint Monitoring Schemes for APC Processes
Article
Article
Improved Design of Proportional Integral Derivative Charts
Article
Relationships Among Control Charts Used with Feedback Control
Article
Supplier Selection Based on Process Capability and Price Analysis
Article
Book chapter
Charting Techniques for Dynamic Processes: Literature Review and Extensions
Conference paper
Monitoring Multivariate Processes Using an Adaptive T2 Chart
Conference paper
Multivariate Statistical Process Control Using Adaptive Dimension Reduction Schemes
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Statistical Process Control for Multistage Manufacturing and Service Operations: A Review
Conference paper
A Nearly Optimal Order Policy to Reduce Bullwhip Effect
Article
Autocorrelated SPC for Non-Normal Situations
Article
Comparison of the Cuscore, GLRT and Cusum Control Charts for Detecting a Dynamic Mean Change
Article
Dual CUSUM Control Schemes for Detecting a Range of Mean Shifts
Article
Effects of Estimation Errors on Cause-Selecting Charts
Article
Evaluating the Industrial Ergonomics of Service Quality for Online Recruitment Websites
Article
Article
Studying Effects of Screw-Fastening Process on Assembly Accuracy
Article
Using Profile Monitoring Techniques for a Data-rich Environment with Huge Sample Size
Article
A Categorical Controller for Run-to-Run Processes
Conference paper
Run-to-Run Process Control with Qualitative Information
Conference paper
A DMAIC Approach to Printed Circuit Board Quality Improvement
Article
A Generalized EWMA Control Chart and Its Comparison with the Optimal EWMA, CUSUM and GLR Schemes
Article
Adaptive Time-Frequency Decomposition for Transient Vibration Monitoring of Rotating Machinery
Article
Change Pattern Discovery in Multistage Statistical Process Control
Article
Combining Bootstrap and Genetic Programming for Feature Discovery in Diesel Engine Diagnosis
Article
Design of Multiple Cause-Selecting Charts for Multistage Processes with Model Uncertainty
Article
Run-Length Performance of Regression Control Charts with Estimated Parameters
Article
Multistage Process Control and Monitoring Via Group EWMA Schemes
Conference paper
SPC for a Data-Rich Environment Using Profile Techniques
Conference paper
A Kernel-Distance-Based Multivariate Control Chart Using Support Vector Methods
Article
A Mean-Shift Pattern Study on Integration of SPC and APC for Process Monitoring
Article
A Study of Variable EWMA Controller
Article
Modelling and Diagnosis of Feedback-Controlled Processes Using Dynamic PCA and Neural Networks
Article
On Multistage Statistical Process Control
Article
Effect of Non-Normality on Residual-Based Methods
Conference paper
Multistage Statistical Process Control
Conference paper
Autocorrelated Process Monitoring Using Triggered Cuscore Charts
Article
Process Capability Improvement for Multistage Processes
Article
Proportional Integral Derivative Charts for Process Monitoring
Article
The Autoregressive T2 Chart for Monitoring Univariate Autocorrelated Processes
Article
The Dynamic T2 Chart for Monitoring Feedback-Controlled Processes
Article
Multistage Statistical Quality Control
Conference paper
Quality Improvement through Information Sharing
Conference paper
Impact of Information Sharing on Statistical Quality Control
Article
Statistical Monitoring and Diagnosis of Automatic Controlled Processes Using Dynamic PCA
Article
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis
Conference paper
Multistage Process Monitoring and Diagnosis
Conference paper
Improving Automatic-Controlled Process Quality Using Adaptive Principal Component Monitoring
Article
Integrated Design of Run-to-Run PID Controller and SPC Monitoring for Process Disturbance Rejection
Article
Joint Monitoring of PID-Controlled Processes
Article
On Three-Term Adjustment Schemes for Statistical Control
Article
Impact of Information Sharing on Statistical Quality Control
Conference paper
Integration of SPC and APC for Process Monitoring
Conference paper
Model-Based SPC Methods for Automatic Controlled Processes
Conference paper
On the Efficiency and Robustness of Discrete Proportional-Integral Control Schemes
Article
Multivariate SPC Methods for Automatic-Controlled Processes
Conference paper
Statistical Monitoring of Automatic-Controlled Processes
Conference paper
A Phase II score-based distribution-free method for jointly monitoring location and scale
An optimization method for change-point monitoring in finite samples sequence
Efficient and interpretable monitoring of high-dimensional categorical processes
Knockoff procedure for false discovery rate control in high-dimensional data streams
Nonparametric passenger flow monitoring using a minimum distance criterion
Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques
Robust online detection in serially correlated directed network
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning
Bayesian Cross-Product Quality Control via Transfer Learning
Change Detection in Parametric Multivariate Dynamic Data Streams Using the ARMAX-GARCH Model
Directional PCA for fast detection and accurate diagnosis: a unified framework
Optimal Sequential Tests for Monitoring Changes in the Distribution of Finite Observation Sequences
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection
A Risk-Adjusted Approach to Monitoring Surgery for Survival Outcomes Based on a Weighted Score Test
Distribution Inference from Early-Stage Stationary Data Streams by Transfer Learning
Hierarchical Sparse Functional Principal Component Analysis for Multistage Multivariate Profile Data
Multi-Sensor Based landslide Monitoring via Transfer Learning
Nonparametric Monitoring of Multivariate Data via KNN Learning
Optimal Space-Filling Design for Symmetrical Global Sensitivity Analysis of Complex Black-Box Models
A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control
Change Detection of Profile with Jumps and its Application to 3D Printing
Configuration-Based Smart Customization Service: A Multitask Learning Approach
Discussion of “A Novel Approach to the Analysis of Spatial and Functional Data Over Complex Domains”
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile
A Control Scheme for Monitoring Process Covariance Matrices with More Variables Than Observations
A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data
Economic Parameter Design for Ultra-Fast Laser Micro-Drilling Process
Monitoring of Power Consumption Requirement Load Process and Price Adjustment for Smart Grid
Monitoring the Data Quality of Data Streams Using a Two-Step Control Scheme
Stability Conditions and Robustness Analysis of a General MMSE Run-to-Run Controller
A Robust CUSUM Scheme with a Weighted Likelihood Ratio to Monitor an Overdispersed Counting Process
A Spatial-Adaptive Sampling Procedure for Online Monitoring of Big Data Streams
Editor's Notes on Special Issue on "Reliability and Maintenance Modeling with Big Data"
Editors' Note for Special Issue: "Quality Engineering in Advanced Manufacturing"
Online Profile Monitoring for Surgical Outcomes Using a Weighted Score Test
Opportunities and Challenges of Quality Engineering for Additive Manufacturing
Registration-Free Monitoring of Multimode Near-Circular Shape Profiles
A Phase I Multi-Modelling Approach for Profile Monitoring of Signal Data
A Robust Self-Starting Spatial Rank Multivariate EWMA Chart Based on Forward Variable Selection
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing
Ordinal Profile Monitoring with Random Explanatory Variables
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test
A False Discovery Approach for Scanning Spatial Disease Clusters with Arbitrary Shapes
Directional Control Schemes for Processes with Mixed-Type Data
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes
Monitoring Censored Lifetime Data with a Weighted-Likelihood Scheme
Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers
A New Multivariate EWMA Scheme for Monitoring Covariance Matrices
A Simple Categorical Chart for Detecting Location Shifts with Ordinal Information
Adaptive Nonparametric CUSUM Scheme for Detecting Unknown Shifts in Location
LASSO-Based Diagnosis Scheme for Multistage Processes with Binary Data
Statistical Surface Monitoring by Spatial-Structure Modeling
The Stability, Bullwhip Effect and Optimization of a Horizontal Collaboration Supply Chain Network
Shape deviation modeling for fused deposition modeling processes
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Improved Design of Kernel Distance-Based Charts Using Support Vector Methods
Monitoring Poisson Count Data with Probability Control Limits when Sample Sizes are Time Varying
Statistical Process Control for Multistage Processes with Binary Outputs
A Comparison Study of Effectiveness and Robustness of Control Charts for Monitoring Process Mean
A Density-Based Statistical Process Control Scheme for High-Dimensional and Mixed-Type Observations
A Distribution-Free Robust Method for Monitoring Linear Profiles Using Rank-Based Regression
A Variable-Selection-Based Multivariate EWMA Chart for Process Monitoring and Diagnosis
Directional Control Schemes for Multivariate Categorical Processes
Multiple Attribute Control Charts with False Discovery Rate Control
Prediction of Time-Varying Metrology Delay for dEWMA and RLS-LT Controllers
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Detecting and Diagnosing Covariance Matrix Changes in Multistage Processes
Monitoring Batch Processes with Multiple On-Off Steps in Semiconductor Manufacturing
Statistical Process Control for Service Processes with Binary Outputs
A Nonlinear Filter Control Chart for Detecting Dynamic Changes
Chart Allocation Strategy for Serial-Parallel Multistage Manufacturing Processes
Detection of Changes in a Random Financial Sequence with a Stable Distribution
Likelihood Ratio-Based Distribution-Free EWMA Control Charts
Recursive Parameter Estimation for Categorical Process Control
Adaptive Charting Schemes Based on Double Sequential Probability Ratio Tests
An Adaptive Dimension Reduction Scheme for Monitoring Feedback-Controlled Processes
One-Class Classification-Based Control Charts for Multivariate Process Monitoring
Run Length Properties of the CUSUM and EWMA Schemes for a Stationary Linear Process
Smith-EWMA Run-to-Run Control Schemes for a Process with Measurement Delay
The Optimal Stopping Time for Detecting Changes in Discrete Time Markov Processes
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables
A Change Point Approach for Phase I Analysis in Multistage Processes
A Variable Multivariate EWMA Controller for Run-by-Run Process Adjustment
Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis
Monitoring Autocorrelated Processes Using Variable Sampling Schemes at Fixed-Times
Monitoring Profiles Based on Nonparametric Regression Methods
Statistical Monitoring of Multi-Stage Processes Based on Engineering Models
Applying Manufacturing Batch Techniques to Fraud Detection with Incomplete Customer Information
CUSUM and EWMA Multi-Charts for Detecting a Range of Mean Shifts
Detection and Diagnosis of Unknown Abrupt Changes Using CUSUM Multi-Chart Schemes
Evolving Kernel Principal Component Analysis for Fault Diagnosis
Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes
Run-to-Run Process Adjustment Using Categorical Observations
A Comparative Study of Joint Monitoring Schemes for APC Processes
Relationships Among Control Charts Used with Feedback Control
Supplier Selection Based on Process Capability and Price Analysis
Charting Techniques for Dynamic Processes: Literature Review and Extensions
Monitoring Multivariate Processes Using an Adaptive T2 Chart
Multivariate Statistical Process Control Using Adaptive Dimension Reduction Schemes
Statistical Process Control for Multistage Manufacturing and Service Operations: A Review
Comparison of the Cuscore, GLRT and Cusum Control Charts for Detecting a Dynamic Mean Change
Dual CUSUM Control Schemes for Detecting a Range of Mean Shifts
Evaluating the Industrial Ergonomics of Service Quality for Online Recruitment Websites
Studying Effects of Screw-Fastening Process on Assembly Accuracy
Using Profile Monitoring Techniques for a Data-rich Environment with Huge Sample Size
A DMAIC Approach to Printed Circuit Board Quality Improvement
A Generalized EWMA Control Chart and Its Comparison with the Optimal EWMA, CUSUM and GLR Schemes
Adaptive Time-Frequency Decomposition for Transient Vibration Monitoring of Rotating Machinery
Change Pattern Discovery in Multistage Statistical Process Control
Combining Bootstrap and Genetic Programming for Feature Discovery in Diesel Engine Diagnosis
Design of Multiple Cause-Selecting Charts for Multistage Processes with Model Uncertainty
Run-Length Performance of Regression Control Charts with Estimated Parameters
50 Years of the Journal of Quality Technology
Article
Article
Article
A Robust CUSUM Scheme with a Weighted Likelihood Ratio to Monitor an Overdispersed Counting Process
Article
A Spatial-Adaptive Sampling Procedure for Online Monitoring of Big Data Streams
Article
Adaptive Monitoring of Multimodal Data
Article
Article
Editor's Notes on Special Issue on "Reliability and Maintenance Modeling with Big Data"
Article
Editors' Note for Special Issue: "Quality Engineering in Advanced Manufacturing"
Article
Online Profile Monitoring for Surgical Outcomes Using a Weighted Score Test
Article
Opportunities and Challenges of Quality Engineering for Additive Manufacturing
Article
Registration-Free Monitoring of Multimode Near-Circular Shape Profiles
Article
Article
Article
Statistical Transfer Learning: A Review and some Extensions to Statistical Process Control
Conference paper
A Phase I Multi-Modelling Approach for Profile Monitoring of Signal Data
Article
A Robust Self-Starting Spatial Rank Multivariate EWMA Chart Based on Forward Variable Selection
Article
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing
Article
Article
On the Optimality of Bayesian Change-Point Detection
Article
Ordinal Profile Monitoring with Random Explanatory Variables
Article
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test
Article
A Control Scheme for Autocorrelated Bivariate Binomial Data
Article
A False Discovery Approach for Scanning Spatial Disease Clusters with Arbitrary Shapes
Article
Directional Control Schemes for Processes with Mixed-Type Data
Article
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes
Article
Monitoring Censored Lifetime Data with a Weighted-Likelihood Scheme
Article
Rank-Based Process Control for Mixed-Type Data
Article
Statistical Monitoring of Service Levels and Staffing Adjustments for Call Centers
Article
Article
Detection and Diagnosis of Distribution Changes of Degree Ratio in Complex Networks
Article
A New Multivariate EWMA Scheme for Monitoring Covariance Matrices
Article
A Simple Categorical Chart for Detecting Location Shifts with Ordinal Information
Article
Adaptive Nonparametric CUSUM Scheme for Detecting Unknown Shifts in Location
Article
LASSO-Based Diagnosis Scheme for Multistage Processes with Binary Data
Article
Multivariate Binomial/Multinomial Control Chart
Article
Statistical Surface Monitoring by Spatial-Structure Modeling
Article
The Stability, Bullwhip Effect and Optimization of a Horizontal Collaboration Supply Chain Network
Article
Article
Shape deviation modeling for fused deposition modeling processes
Conference paper
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Article
Article
Improved Design of Kernel Distance-Based Charts Using Support Vector Methods
Article
Monitoring Poisson Count Data with Probability Control Limits when Sample Sizes are Time Varying
Article
Statistical Process Control for Multistage Processes with Binary Outputs
Article
A Comparison Study of Effectiveness and Robustness of Control Charts for Monitoring Process Mean
Article
A Density-Based Statistical Process Control Scheme for High-Dimensional and Mixed-Type Observations
Article
A Distribution-Free Robust Method for Monitoring Linear Profiles Using Rank-Based Regression
Article
A Spatial Rank-Based Multivariate EWMA Control Chart
Article
A Variable-Selection-Based Multivariate EWMA Chart for Process Monitoring and Diagnosis
Article
Directional Control Schemes for Multivariate Categorical Processes
Article
Article
LASSO-Based Multivariate Linear Profile Monitoring
Article
Multiple Attribute Control Charts with False Discovery Rate Control
Article
Prediction of Time-Varying Metrology Delay for dEWMA and RLS-LT Controllers
Article
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control
Article
A Multivariate Sign EWMA Control Chart
Article
Detecting and Diagnosing Covariance Matrix Changes in Multistage Processes
Article
Monitoring Batch Processes with Multiple On-Off Steps in Semiconductor Manufacturing
Article
Profile Monitoring with Binary Data and Random Predictors
Article
Statistical Quality Control: Recent Advances
Book chapter
Statistical Process Control for Service Processes with Binary Outputs
Conference paper
A Nonlinear Filter Control Chart for Detecting Dynamic Changes
Article
Chart Allocation Strategy for Serial-Parallel Multistage Manufacturing Processes
Article
Article
Detection of Changes in a Random Financial Sequence with a Stable Distribution
Article
Editorial—INFORMS 2009 Annual Meeting
Article
Likelihood Ratio-Based Distribution-Free EWMA Control Charts
Article
Recursive Parameter Estimation for Categorical Process Control
Article
Article
Adaptive Charting Techniques: Literature Review and Extensions
Book chapter
Conference paper
Industrial Engineering in Asia
Conference paper
Monitoring A Process with Mixed-Type and High-Dimensional Data
Conference paper
A Chart Allocation Strategy for Multistage Processes
Article
Adaptive Charting Schemes Based on Double Sequential Probability Ratio Tests
Article
An Adaptive Dimension Reduction Scheme for Monitoring Feedback-Controlled Processes
Article
Article
Article
One-Class Classification-Based Control Charts for Multivariate Process Monitoring
Article
Run Length Properties of the CUSUM and EWMA Schemes for a Stationary Linear Process
Article
Smith-EWMA Run-to-Run Control Schemes for a Process with Measurement Delay
Article
The Optimal Stopping Time for Detecting Changes in Discrete Time Markov Processes
Article
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables
Article
Bayesian Fault Identification of Multistage Processes
Conference paper
Statistical Process Control Techniques for Service Processes: A Review
Conference paper
Statistical Process Control Techniques for Service Processes: A Review
Conference paper
A Change Point Approach for Phase I Analysis in Multistage Processes
Article
A Variable Multivariate EWMA Controller for Run-by-Run Process Adjustment
Article
An Adaptive T2 Chart for Monitoring Dynamic Systems
Article
Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis
Article
Monitoring Autocorrelated Processes Using Variable Sampling Schemes at Fixed-Times
Article
Monitoring Profiles Based on Nonparametric Regression Methods
Article
Statistical Monitoring of Multi-Stage Processes Based on Engineering Models
Article
Article
A Self-Starting Control Chart for Linear Profiles
Article
Applying Manufacturing Batch Techniques to Fraud Detection with Incomplete Customer Information
Article
CUSUM and EWMA Multi-Charts for Detecting a Range of Mean Shifts
Article
Detection and Diagnosis of Unknown Abrupt Changes Using CUSUM Multi-Chart Schemes
Article
Evolving Kernel Principal Component Analysis for Fault Diagnosis
Article
Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes
Article
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes
Article
Pushing Quality Improvement Along Supply Chains
Article
Run-to-Run Process Adjustment Using Categorical Observations
Article
Variable EWMA Run-to-Run Controller for Drifted Processes
Article
Article
A Review of Regression Control Charts
Book chapter
Pushing Quality Improvement Along Supply Chains
Conference paper
A Comparative Study of Joint Monitoring Schemes for APC Processes
Article
Article
Improved Design of Proportional Integral Derivative Charts
Article
Relationships Among Control Charts Used with Feedback Control
Article
Supplier Selection Based on Process Capability and Price Analysis
Article
Book chapter
Charting Techniques for Dynamic Processes: Literature Review and Extensions
Conference paper
Monitoring Multivariate Processes Using an Adaptive T2 Chart
Conference paper
Multivariate Statistical Process Control Using Adaptive Dimension Reduction Schemes
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Pushing Quality Improvement Along Supply Chains
Conference paper
Statistical Process Control for Multistage Manufacturing and Service Operations: A Review
Conference paper
A Nearly Optimal Order Policy to Reduce Bullwhip Effect
Article
Autocorrelated SPC for Non-Normal Situations
Article
Comparison of the Cuscore, GLRT and Cusum Control Charts for Detecting a Dynamic Mean Change
Article
Dual CUSUM Control Schemes for Detecting a Range of Mean Shifts
Article
Effects of Estimation Errors on Cause-Selecting Charts
Article
Evaluating the Industrial Ergonomics of Service Quality for Online Recruitment Websites
Article
Article
Studying Effects of Screw-Fastening Process on Assembly Accuracy
Article
Using Profile Monitoring Techniques for a Data-rich Environment with Huge Sample Size
Article
A Categorical Controller for Run-to-Run Processes
Conference paper
Run-to-Run Process Control with Qualitative Information
Conference paper
A DMAIC Approach to Printed Circuit Board Quality Improvement
Article
A Generalized EWMA Control Chart and Its Comparison with the Optimal EWMA, CUSUM and GLR Schemes
Article
Adaptive Time-Frequency Decomposition for Transient Vibration Monitoring of Rotating Machinery
Article
Change Pattern Discovery in Multistage Statistical Process Control
Article
Combining Bootstrap and Genetic Programming for Feature Discovery in Diesel Engine Diagnosis
Article
Design of Multiple Cause-Selecting Charts for Multistage Processes with Model Uncertainty
Article
Run-Length Performance of Regression Control Charts with Estimated Parameters
Article
Multistage Process Control and Monitoring Via Group EWMA Schemes
Conference paper
SPC for a Data-Rich Environment Using Profile Techniques
Conference paper
A Kernel-Distance-Based Multivariate Control Chart Using Support Vector Methods
Article
A Mean-Shift Pattern Study on Integration of SPC and APC for Process Monitoring
Article
A Study of Variable EWMA Controller
Article
Modelling and Diagnosis of Feedback-Controlled Processes Using Dynamic PCA and Neural Networks
Article
On Multistage Statistical Process Control
Article
Effect of Non-Normality on Residual-Based Methods
Conference paper
Multistage Statistical Process Control
Conference paper
Autocorrelated Process Monitoring Using Triggered Cuscore Charts
Article
Process Capability Improvement for Multistage Processes
Article
Proportional Integral Derivative Charts for Process Monitoring
Article
The Autoregressive T2 Chart for Monitoring Univariate Autocorrelated Processes
Article
The Dynamic T2 Chart for Monitoring Feedback-Controlled Processes
Article
Multistage Statistical Quality Control
Conference paper
Quality Improvement through Information Sharing
Conference paper
Impact of Information Sharing on Statistical Quality Control
Article
Statistical Monitoring and Diagnosis of Automatic Controlled Processes Using Dynamic PCA
Article
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis
Conference paper
Multistage Process Monitoring and Diagnosis
Conference paper
Improving Automatic-Controlled Process Quality Using Adaptive Principal Component Monitoring
Article
Integrated Design of Run-to-Run PID Controller and SPC Monitoring for Process Disturbance Rejection
Article
Joint Monitoring of PID-Controlled Processes
Article
On Three-Term Adjustment Schemes for Statistical Control
Article
Impact of Information Sharing on Statistical Quality Control
Conference paper
Integration of SPC and APC for Process Monitoring
Conference paper
Model-Based SPC Methods for Automatic Controlled Processes
Conference paper
On the Efficiency and Robustness of Discrete Proportional-Integral Control Schemes
Article
Multivariate SPC Methods for Automatic-Controlled Processes
Conference paper
Statistical Monitoring of Automatic-Controlled Processes
Conference paper
CHENG, Jiashun
Individualized Interdisciplinary Program (Data Science and Analytics)
LI, Ao
Individualized Interdisciplinary Program (Data Science and Analytics)
LIU, Dingdong
(co-supervision)
Computer Science and Engineering
LIU, Yang
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
LYU, Hanfang
(co-supervision)
Computer Science and Engineering
WANG, Jun
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
WANG, Luxuan
Individualized Interdisciplinary Program (Data Science and Analytics)
ZHOU, Jiawei
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
LI, Xujia
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2024 )
WANG, Botao
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2024 )
ZHANG, Weiqi
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2024 )
LI, Man
(co-supervision)
Industrial Engineering and Decision Analytics( Completed in 2023 )
ZHANG, Shuyu
(co-supervision)
Chemical and Biomolecular Engineering( Completed in 2023 )
HUANG, Yinghui
Industrial Engineering and Decision Analytics( Completed in 2022 )
LI, Ziyue
Industrial Engineering and Logistics Management( Completed in 2021 )
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