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Open Access

Author:: Sakpal, Aniket Sunil
Title:: IMAGE-GUIDED ADDITIVE MANUFACTURING
Graduate Program:: Industrial Engineering
Keywords:: Additive Manufacturing
Defects
Simulation
Multifractals
UMPCA
File:: Download FinalThesis_AniketSakpal.pdf
Committee Members:: Hui Yang, Thesis Advisor/Co-Advisor
Russell Richard Barton, Committee Member
Janis P Terpenny, Committee Member

Open Access

Author:: Chen, Ruimin
Title:: Heterogeneous Recurrence Analysis of Vectorcardiogram Signals
Graduate Program:: Industrial Engineering
Keywords:: Heterogeneous recurrence analysis
Vectorcardiogram
Processing monitoring and control
File:: Download MSThesis_RuiminChen_final.pdf
Committee Members:: Hui Yang, Thesis Advisor/Co-Advisor

Open Access

Author:: Charania, Rahim Karim
Title:: PREDICTING AND MODELLING THE STATISTICAL LIKELIHOOD OF CARDIAC INCIDENTS USING THE COX PROPORTIONAL HAZARDS MODEL
Graduate Program:: Industrial Engineering
Keywords:: Survival Analysis
Cox Regression Models
Kaplan-Meier Curves
Cardiac Events
Heart Disease
Prediction
Statistical Modelling
Reliability Engineering
Survival Analysis
Cox Regression Models
Kaplan-Meier Curves
Cardiac Events
Heart Disease
Prediction
Statistical Modelling
Reliability Engineering
File:: Download Final_Thesis_Rahim.pdf
Committee Members:: Hui Yang, Thesis Advisor/Co-Advisor

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

Open Access

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

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:: 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

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:: 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:: Mojahed Yazdi, Reza
Title:: A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING
Graduate Program:: Industrial Engineering
Keywords:: Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning
File:: Download Reza_Mojahed_Yazdi_Master_Thesis.pdf
Committee Members:: Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member

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