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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

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:: Shen, Sida
Title:: Sepsis Data Analytics
Graduate Program:: Industrial Engineering
Keywords:: Machine learning
Deep learning
Sepsis
Healthcare
Unsupervised Learning
Data Mining
File:: Download Thesis_Sida_Shen_Final.pdf
Committee Members:: Soundar Kumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Kamesh Madduri, 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:: Imani, Farhad
Title:: Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements
Graduate Program:: Industrial Engineering
Keywords:: Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control
File:: Download Dissertation_Final_Farhad_Imani.pdf
Committee Members:: Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

Open Access

Author:: Zokaeinikoo, Maryam
Title:: Interpretable Artificial Intelligence Models to Detect Chronic and Infectious Diseases
Graduate Program:: Industrial Engineering
Keywords:: Interpretable
Deep learning
Alzheimer's
COVID-19
Attention mechanism
File:: Download Interpretable_Artificial_Intelligence_Models_to_Detect_Chronic_and_Infectious_Diseases_FINAL_Revised.pdf
Committee Members:: Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Member
Qiushi Chen, Committee Member
Akhil Kumar, Outside Member
Steven James Landry, Program Head/Chair
Prasenjit Mitra, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair

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