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Author:

Hoffman, Michael L

Title:

Condition-based Maintenance Policy Optimization Using Genetic Algorithms and Gaussian Markov Improvement Algorithm

Graduate Program:

Industrial Engineering

Keywords:

condition-based maintenance
maintenance optimization
genetic algorithm
gaussian markov improvement algorithm

File:

Download Hoffman_Thesis.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Eunhye Song, Thesis Advisor/Co-Advisor
Michael Brundage, Committee Member

Author:

Yao, Bing

Title:

Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications

Graduate Program:

Industrial Engineering

Keywords:

Physical-statistical modeling and optimization
Spatiotemporal regularization
Sequential decision making
Energy-efficient mobile sensing
Multifractal analysis
Quality control
Additive Manufacturing
Inverse ECG modeling

File:

Download BingYao_dissertation.pdf

Committee Members:

Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Soraya M Samii, Special Member

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