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Start Over Graduate Program Industrial Engineering Committee Member Hui Yang

2. Dynamic Network Modeling and Analysis of Large-scale Internet of Things with Manufacturing and Healthcare Applications

open_access
Open Access
Author:
Kan, Chen
Title:
Dynamic Network Modeling and Analysis of Large-scale Internet of Things with Manufacturing and Healthcare Applications
Graduate Program:
Industrial Engineering
Keywords:
Internet of Things
Process monitoring
Dynamic network
Cardiovascular diseases
Parallel computing
Control chart
Statistical process control
ultraprecision machining
Medical automation
Smart and connected health
File:
Download Dissertation_ChenKan_20180105.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Jingjing Li, Committee Member
Lin Lin, Outside Member

4. PREDICTING AND MODELLING THE STATISTICAL LIKELIHOOD OF CARDIAC INCIDENTS USING THE COX PROPORTIONAL HAZARDS MODEL

open_access
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

5. Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications

open_access
Open Access
Author:
Yao, Bing
Title:
Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications
Graduate Program:
Industrial Engineering
Keywords:
Physical-statistical modeling and optimization
Spatiotemporal regularization
Sequential decision making
Energy-efficient mobile sensing
Multifractal analysis
Quality control
Additive Manufacturing
Inverse ECG modeling
File:
Download BingYao_dissertation.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Soraya M Samii, Special Member

6. 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

7. 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

9. 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

10. 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