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Author:

Liu, Ning

Title:

DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE

Graduate Program:

Industrial Engineering

Keywords:

Data-Driven Modeling
Interpretable Machine Learning
Healthcare Analytics
Drug-Drug Interactions
Patient Satisfaction

File:

Download NingLiu-Dissertation-FinalVersion.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Eunhye Song, Committee Member
Terry Harrison, Outside Member
Ling Rothrock, Program Head/Chair

Author:

Roh, Byeong Min

Title:

A V-Model Framework to Support Qualification of Metal Additive Manufacturing Parts Made with Laser Powder Bed Fusion

Graduate Program:

Mechanical Engineering

Keywords:

V-ModelOntology
Sensors
V-Model
Quality Assurance
Metal Additive Manufacturing
Ontology
Data-Driven Modeling
In-Situ Monitoring
Sensor Selection
Printable Zone
Ontology-Driven Physics-Informed Neural Network
Monitoring and Quality Networks
Complex Systems

File:

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Committee Members:

Daniel Connell Haworth, Program Head/Chair
Soundar Kumara, Outside Unit & Field Member
Timothy Simpson, Chair & Dissertation Advisor
Allison Beese, Major Field Member
Guhaprasanna Manogharan, Major Field Member
Paul Witherell, Special Member