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Author:

Newton, Rob

Title:

Improving Equity in Decision Support Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industrial Engineering
Operations Research
Equity
Decision Support Systems
Opioid Settlement
Facility Location
Deep Neural Network
Human Capital

File:

Download Newton_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Jose Ventura, Major Field Member
Soundar Kumara, Major Field Member
Paul Griffin, Chair & Dissertation Advisor
Terry Harrison, Outside Unit & Field Member

Author:

Zhou, Chen

Title:

Applications of Attention Networks in Healthcare and Manufacturing

Graduate Program:

Industrial Engineering (MS)

Keywords:

Deep learning
Transformer
Attention mechanism
Healthcare
Manufacturing

File:

Download ChenZhou.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Saurabh Basu, Committee Member
Ling Rothrock, Professor in Charge/Director of Graduate Studies

Author:

Jurado Guzman, Amanda Cristina

Title:

Data-Driven Detection and Characterization of Shocks in the Global Trade Network

Graduate Program:

Civil Engineering (MS)

Keywords:

Supply chain
Resilience
Global trade
Trade shocks

File:

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Committee Members:

Patrick Fox, Program Head/Chair
Alfonso Ignacio Mejia, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Christine Kirchhoff, Committee Member

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

File:

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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

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

File:

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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

Author:

Peck, William

Title:

Network Considerations for a Cloud Manufacturing Marketplace

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industry 4.0
Cloud Manufacturing
Computer Vision
KAZE Descriptors
Discrete-Event Simulation
Tukey's Honestly Significant Difference

File:

Download Dissertation_Document_WJP_11022023_Final_Submission.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Co-Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Simon Miller, Outside Field Member
Russell Barton, Outside Unit Member
Daniel Finke, Co-Chair & Dissertation Advisor