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Author:

Liu, Meng

Title:

Design Anywhere Manufacture Anywhere: A Novel Distribution Manufacturing Framework

Graduate Program:

Industrial Engineering

Keywords:

Manufacturing process
Shape descriptor
Do-It-Yourself

File:

Download Liu_Meng_Thesis_final.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Saurabh Basu, Committee Member

Author:

Peck, William

Title:

PLANNING THE MEANS OF PRODUCTION: A MODEL BASED SIMULATED ANNEALING APPROACH

Graduate Program:

Industrial Engineering

Keywords:

Simulated Annealing
Systems Dynamic Modeling
Integer Programming
Resource Allocation Problem
Simulation Modeling
Metaheuristics
Mathematical Programming
Job Shop

File:

Download Peck_MS_Thesis_Final_1.pdf

Committee Members:

Daniel A. Finke, Thesis Advisor/Co-Advisor
Ilgun Guler, Committee Member
Robert Carl Voigt, Committee Member

Author:

Davaasuren, Dolzodmaa

Title:

Analysis of Opioid Related Adverse Events and Signal Detection with Machine Learning

Graduate Program:

Industrial Engineering

Keywords:

Opioid drugs
Adverse Drug Events
Adverse Drug Reactions
Drug-Drug Interaction

File:

Download FInal_thesis_DD.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Robert Voigt, Committee Member

Author:

Alamoudi, Hassan

Title:

Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case

Graduate Program:

Industrial Engineering

Keywords:

Artificial Intelligence
Machine Learning
Healthcare
Cardiovascular

File:

Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Hui Yang, Committee Member
Robert Carl Voigt, Special Signatory

Author:

Mahmoud, Line

Title:

A Mean-Field Game With Customer Admission Control

Graduate Program:

Industrial Engineering

Keywords:

Queueing Theory
Game Theory
Mean Field Games
Admission Control
Threshold Policy
Stochastic Processes
Simulation

File:

Download LineMahmoud-Thesis.pdf

Committee Members:

Guodong Pang, Thesis Advisor/Co-Advisor
Eunhye Song, Committee Member
Steven James Landry, Program Head/Chair

Author:

Liu, Runsang

Title:

Self-organizing network modelling of 3D objects

Graduate Program:

Industrial Engineering

Keywords:

Computer-aided design
Shape matching
Network modelling
object recognition

File:

Download Thesis.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Robert Carl Voigt, Program Head/Chair
Lingzhou Xue, Committee Member

Author:

Wang, Haizhou

Title:

Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation

Graduate Program:

Industrial Engineering

Keywords:

Reinfocement Learning
Heparin Dosing Control
Sketch Generation
Data-Driven Method
Q-Learning
Continuous Action Space
Attribute Selection

File:

Download Wang_Thesis_Final_v2.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Hui Zhao, Committee Member
Peng Liu, Committee Member

Author:

Chen, Mutong

Title:

Dynamic Physician-patient Matching in the Healthcare System

Graduate Program:

Industrial Engineering

Keywords:

waiting time
matching theory
dynamic
demand-supply ratio

File:

Download MSThesis_MutongChen_Final.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Karen Ann Fisher-Vanden, Committee Member
Robert Carl Voigt, Program Head/Chair

Author:

Shi, Xiaochen

Title:

Correlation between NASA-TLX, Task Performance and Physiological Measurements in MATB-II

Graduate Program:

Industrial Engineering

Keywords:

Mental Workload
NASA-TLX
Physiological measurements
Task Performance

File:

Download Xiaochen_Shi_Thesis_v4.0.pdf

Committee Members:

Ling Rothrock, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Andris Freivalds, Committee Member
Yiqi Zhang, Committee Member

Author:

Qiu, Zihang

Title:

markov decision-making process for risk reduction strategies in breast cancer

Graduate Program:

Industrial Engineering

Keywords:

Markov Chain
Markov Decision Making Process
Breast Cancer
Hierarchical Gaussian Process
Missing Data Imputation
Treatment Policy
Transition Probability

File:

Download Zihang_Qiu-Thesis45.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Soundar Kumara, Committee Member
Lingzhou Xue, Committee Member