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Start Over Graduate Program Industrial Engineering Year 2020

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

open_access
Open Access
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

4. Data Fusion for Quality Monitoring and Degradation Modeling of Complex Systems

open_access
Open Access
Author:
Wei, Yupeng
Title:
Data Fusion for Quality Monitoring and Degradation Modeling of Complex Systems
Graduate Program:
Industrial Engineering
Keywords:
data fusion
additive manufacturing
degradation modeling
fault detection
deep learning
File:
Download Dissertation_Yupeng_Wei.pdf
Committee Members:
Janis Terpenny, Dissertation Advisor/Co-Advisor
Janis Terpenny, Committee Chair/Co-Chair
Hui Yang, Committee Member
Saurabh Basu, Committee Member
Conrad Tucker, Outside Member
Dazhong Wu, Special Member
Ling Rothrock, Program Head/Chair

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

open_access
Open Access
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

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

open_access
Open Access
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

8. Using Metamodeling to Approximate Cost-Effectiveness Acceptability Curves of Cost-Effectiveness Analysis

open_access
Open Access
Author:
Xie, Jingyi
Title:
Using Metamodeling to Approximate Cost-Effectiveness Acceptability Curves of Cost-Effectiveness Analysis
Graduate Program:
Industrial Engineering
Keywords:
Metamodeling
Cost-effectiveness Acceptability Curve
Probabilistic Sensitivity Analysis
Cost-effectiveness Analysis
File:
Download Jingyi_Xie_thesis_final_draft.pdf
Committee Members:
Qiushi Chen, Thesis Advisor/Co-Advisor
Ethan Xingyuan Fang, Committee Member
John M. Carroll, Committee Member
Ling Rothrock, Program Head/Chair

9. Development and Evaluation of Anti-Vibration Toolkit for a Pneumatic Blueberry Handheld Harvester

open_access
Open Access
Author:
Kore, Rugved
Title:
Development and Evaluation of Anti-Vibration Toolkit for a Pneumatic Blueberry Handheld Harvester
Graduate Program:
Industrial Engineering
Keywords:
Ergonomics
Vibration
Reduction
Human Factors
Evaluation
dosimeter
AV
AV handle
AV gloves
Agriculture
Blueberry Harvester
Hand-arm
HAVS
Hand arm vibration syndrome
File:
Download RK_thesis_03_13.pdf
Committee Members:
Andris Freivalds, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Robert Carl Voigt, Committee Member
Ling Rothrock, Committee Member