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Start Over Graduate Program Industrial Engineering (PHD) Committee Member Paul Griffin Access Level restricted_to_institution

2. Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics

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Author:
Ademujimi, Toyosi
Title:
Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning
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Committee Members:
Dennis Lin, Outside Unit, Field & Minor Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Daniel Finke, Major Field Member

3. Simulation Modeling to Inform Public Health Policy and Prevention

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Author:
Zafarnejad, Rey
Title:
Simulation Modeling to Inform Public Health Policy and Prevention
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Public Health
Healthcare Engineering
Agent-based Modeling
Compartmental Modeling
Big Data Analysis
Cost-effectiveness Analysis
Simulation Optimization
COVID-19
Chronic Kidney Disease (CKD)
Opioid Use Disorder (OUD)
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Committee Members:
Steven Landry, Program Head/Chair
Paul Griffin, Chair & Dissertation Advisor
David Vanness, Outside Unit & Field Member
Steven Landry, Major Field Member
Qiushi Chen, Major Field Member

4. Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

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Author:
Liu, Meng
Title:
Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Machine Learning
Healthcare
data analtics
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Committee Members:
Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

5. Validating the Utility of Online Learning and Non-Immersive Virtual Reality on Central Venous Catheterization Education

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Author:
Gonzalez-Vargas, Jessica
Title:
Validating the Utility of Online Learning and Non-Immersive Virtual Reality on Central Venous Catheterization Education
Graduate Program:
Industrial Engineering (PHD)
Keywords:
medical education
central venous catheterization
online training
virtual reality
surgical education
complications
medical training
non-immersive virtual reality
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Committee Members:
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Jason Moore, Outside Unit & Field Member
Scarlett Miller, Chair & Dissertation Advisor
Hui Yang, Major Field Member
Elizabeth Sinz, Special Member

6. Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

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Author:
Kumar, Vishnu
Title:
Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma
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Committee Members:
Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member

7. AGENT-BASED COMBINATORIAL AUCTIONS IN SUPPLY CHAINS

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Author:
Abbaas, Omar
Title:
AGENT-BASED COMBINATORIAL AUCTIONS IN SUPPLY CHAINS
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Agent based
Operation research
Decentralized
Combinatorial Auctions
Iterative Mechanism
Supplier selection
Order allocation
Lagrangian relaxation
Job shop scheduling
Order acceptance
Bidding language
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Committee Members:
Steven Landry, Program Head/Chair
Jose Ventura, Chair & Dissertation Advisor
Paul Griffin, Major Field Member
Sanjay Joshi, Major Field Member
Akhil Kumar, Outside Unit & Field Member

8. Performance Assurance in Smart Maintenance

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Author:
Tien, Kai Wen
Title:
Performance Assurance in Smart Maintenance
Graduate Program:
Industrial Engineering (PHD)
Keywords:
performance assurance
exception analytics
condition-based maintenance
continuous time Markov decision process
phase-type distribution
corrective maintenance
preventive maintenance
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Committee Members:
Sanjay Joshi, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Saurabh Bansal, Outside Unit & Field Member
Paul Griffin, Major Field Member

9. Analytics and Modeling for Substance Use: Transition Patterns, Policy Effects, and Patient Engagement Optimization

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Author:
Huang, Siyi
Title:
Analytics and Modeling for Substance Use: Transition Patterns, Policy Effects, and Patient Engagement Optimization
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Substance use
Latent transition analysis
Causal inference
Dynamic prgramming
Optimization
Capacity management
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Committee Members:
Yue Zhang, Outside Unit & Field Member
Ling Rothrock, Professor in Charge/Director of Graduate Studies
Uday Shanbhag, Major Field Member
Paul Griffin, Co-Chair & Dissertation Advisor
Qiushi Chen, Co-Chair & Dissertation Advisor