Search

Start Over Graduate Program Industrial Engineering

461. ALGORITHMS FOR OPERATION OF POWER SYSTEMS: RISK, UNCERTAINTY, DISCRETENESS, AND NONCONVEXITY

open_access
Open Access
Author:
Wan, Wendian
Title:
ALGORITHMS FOR OPERATION OF POWER SYSTEMS: RISK, UNCERTAINTY, DISCRETENESS, AND NONCONVEXITY
Graduate Program:
Industrial Engineering
Keywords:
stochastic programming
economic dispatch
power system optimization
nonconvex optimization
File:
Download Wendian-Dissertation.pdf
Committee Members:
Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Chair/Co-Chair
Vittaldas V Prabhu, Committee Member
Guodong Pang, Committee Member
Mort D Webster, Outside Member
Robert Carl Voigt, Program Head/Chair
Mort D Webster, Committee Chair/Co-Chair

462. RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING

open_access
Open Access
Author:
Chen, Cheng Bang
Title:
RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING
Graduate Program:
Industrial Engineering
Keywords:
Recurrence Analysis
Nonlinear Dynamics
Pattern-Frequency Tree
Network Science
Space-Filling Curve
Complex system
Healthcare
Manufacturing
File:
Download phd_thesis_chengbang_final.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Saurabh Basu, Committee Member
Bharath Kumar Sriperumbudur, Outside Member
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Ling Rothrock, Program Head/Chair

463. DEVELOPMENT AND CHARACTERIZATION OF MICRO FRICTION STIR BLIND RIVETING FOR MULTILAYER THIN DISSIMILAR MATERIALS

open_access
Open Access
Author:
Khan, Haris Ali
Title:
DEVELOPMENT AND CHARACTERIZATION OF MICRO FRICTION STIR BLIND RIVETING FOR MULTILAYER THIN DISSIMILAR MATERIALS
Graduate Program:
Industrial Engineering
Keywords:
multilayer thin sheets joining
mechanical behavior
microstructure characterization
process-structure-property linkage
online quality monitoring
grain boundary engineering
File:
Download Dissertation_draft_Haris_Final.pdf
Committee Members:
Jingjing Li, Dissertation Advisor/Co-Advisor
Jingjing Li, Committee Chair/Co-Chair
Saurabh Basu, Committee Member
Robert Carl Voigt, Committee Member
Jing Du, Outside Member
Scott Miller, Special Member
Ling Rothrock, Program Head/Chair

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

open_access
Open Access
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

467. 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

468. 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

470. 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

471. 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

472. 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

473. 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

476. Eye-Tracking and Situation Awareness Predicting the Malfunctions in Dynamic Control Tasks with a Mathematical Model for Different Age Groups and Interactive Devices

open_access
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

477. Primal-Dual Methods for Saddle-Point Problems with Applications to Decentralized Constrained Convex Optimization

open_access
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

478. Variance-reduced First-Order Methods for Convex Stochastic Optimization and Monotone Stochastic Variational Inequality Problems

open_access
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

479. Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements

open_access
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

480. Interpretable Artificial Intelligence Models to Detect Chronic and Infectious Diseases

open_access
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