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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

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

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

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

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

Open Access

Author:: Sabbineni, Navya
Title:: Understanding Employee Attrition Using Explainable AI
Graduate Program:: Industrial Engineering
Keywords:: Explainable AI
File:: Download Navya_Thesis_FinalVersion.pdf
Committee Members:: Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Hui Yang, Committee Member
Ling Rothrock, Committee Member

Open Access

Author:: Shi, Chao
Title:: Eye-Tracking and Situation Awareness Predicting the Malfunctions in Dynamic Control Tasks with a Mathematical Model for Different Age Groups and Interactive Devices
Graduate Program:: Industrial Engineering
Keywords:: Eye-tracking
Mathematical Modeling
Human Factors
File:: Download Shi_dissertation__1_.pdf
Committee Members:: Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Timothy W. Simpson, Committee Member
Qunhua Li, Outside Member
Steven James Landry, Program Head/Chair

Open Access

Author:: Yazdandoost Hamedani, Erfan
Title:: Primal-Dual Methods for Saddle-Point Problems with Applications to Decentralized Constrained Convex Optimization
Graduate Program:: Industrial Engineering
Keywords:: saddle-point problem
primal-dual algorithm
decentralized optimization
convex optimization
time-varying network
File:: Download Dissertation_Manuscript_Erfan.pdf
Committee Members:: Necdet S Aybat, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Xingyuan Fang, Committee Member
Constantino Manuel Lagoa, Outside Member
Ling Rothrock, Program Head/Chair

Open Access

Author:: Jalilzadeh, Afrooz
Title:: Variance-reduced First-Order Methods for Convex Stochastic Optimization and Monotone Stochastic Variational Inequality Problems
Graduate Program:: Industrial Engineering
Keywords:: Stochastic Optimization
Convex Optimization
Stochastic Approximation
Nonsmooth Optimization
Stochastic Variational Inequality
File:: Download Afrooz_Jalilzadeh_PhD_dissertation.pdf
Committee Members:: Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Ling Rothrock, Program Head/Chair

Open Access

Author:: Shu, Xianhao
Title:: Using Eye Tracking Metrics To Estimate Mental Workload : A Pilot Study Based on MATB-II Tasks
Graduate Program:: Industrial Engineering
Keywords:: mental workload
pupil
fixation
saccade
MATB-II
File:: Download Thesis.pdf
Committee Members:: Ling Rothrock, Thesis Advisor/Co-Advisor
Yiqi Zhang, Committee Member
Steven James Landry, Program Head/Chair

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