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Start Over Graduate Program Industrial Engineering Year 2015

1. Mining Human Interaction Data

open_access
Open Access
Author:
Yip, Kelly
Title:
Mining Human Interaction Data
Graduate Program:
Industrial Engineering
Keywords:
data mining
multivariate time series
categorical data
association rule
sequential pattern
interactive data
approximated pattern
File:
Download KellyY_FinalSubmission.pdf
Committee Members:
David Arthur Nembhard, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Timothy William Simpson, Committee Member
Michael J Rovine, Committee Member

2. Efficient Evacuation For Disaster Management

open_access
Open Access
Author:
Madireddy, Manini
Title:
Efficient Evacuation For Disaster Management
Graduate Program:
Industrial Engineering
Keywords:
Evacuation
Congestion
Social Networks
Diffusion
Shadow Evacuation
Departure time choice Models
Traffic control
File:
Download ManiniMadireddy-DISSERTATION_PHD.PDF
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Deborah Jean Medeiros, Committee Chair/Co-Chair
Paul Griffin, Committee Member
Guodong Pang, Committee Member
Venkataraman Shankar, Committee Member
Maja Vukovic, Special Member

3. Comparison of variable penalry ADMM with Split Bregman Method on hyperspectral imaging problems

open_access
Open Access
Author:
Jiang, Chunzhi
Title:
Comparison of variable penalry ADMM with Split Bregman Method on hyperspectral imaging problems
Graduate Program:
Industrial Engineering
Keywords:
ADMM
Split Bregman Method
Hyperspectral Imaging
L1 Regularization
File:
Download Jiang_Thesis_Final.pdf
Committee Members:
Necdet S Aybat, Thesis Advisor/Co-Advisor
George Kesidis, Thesis Advisor/Co-Advisor
Harriet Black Nembhard, Thesis Advisor/Co-Advisor

4. A Framework for Set-based Manufacturing Analysis and Visual Feedback

open_access
Open Access
Author:
Kim, Wonmo
Title:
A Framework for Set-based Manufacturing Analysis and Visual Feedback
Graduate Program:
Industrial Engineering
Keywords:
manufacturing analysis
design for manufacturing
visual manufacturing feedback
set-based approach
File:
Download dissertation_final.pdf
Committee Members:
Timothy William Simpson, Dissertation Advisor/Co-Advisor
Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Sanjay B Joshi, Committee Member
Christopher J Saldana, Committee Member
Mary I Frecker, Committee Member
Daniel Antion Finke, Special Member

5. Distributed Algorithms for Optimization and variational Inequality Problems: Addressing competition, Uncertainty, And Misspecification

open_access
Open Access
Author:
Kannan, Aswin
Title:
Distributed Algorithms for Optimization and variational Inequality Problems: Addressing competition, Uncertainty, And Misspecification
Graduate Program:
Industrial Engineering
Keywords:
Variational inequalities
distributed algorithm
stochastic approximation
pseudomonotone.
File:
Download Aswin-Kannan-Thesis.pdf
Committee Members:
Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Member
Paul M Griffin, Committee Member
Minghui Zhu, Committee Member
Angelia Nedich, Special Member

6. Mathematical Programming Approaches to Home Healthcare Nurse Routing Problem and Truckload Transportation Procurement via Combinatorial Auctions

open_access
Open Access
Author:
Chi, Cheng
Title:
Mathematical Programming Approaches to Home Healthcare Nurse Routing Problem and Truckload Transportation Procurement via Combinatorial Auctions
Graduate Program:
Industrial Engineering
Keywords:
Mathematical Programming
Home Healthcare
Nurse Routing Problem
Truckload
Transportation Procurement
Combinatorial Auctions
File:
Download Dissertation_Cheng_Chi2.pdf
Committee Members:
Dr Paul Griffin, Dissertation Advisor/Co-Advisor
M Jeya Chandra, Committee Member
Vittaldas V Prabhu, Committee Member
Robert Alexander Novack, Committee Member
David Arthur Nembhard, Committee Member

7. Redesigning a Healthcare Delivery System: Integrated Analysis from Service Processes to System Structures

open_access
Open Access
Author:
Kang, Hyo Jung
Title:
Redesigning a Healthcare Delivery System: Integrated Analysis from Service Processes to System Structures
Graduate Program:
Industrial Engineering
Keywords:
Healthcare systems engineering
operations research in healthcare
patient flow
emergency department performance measure
File:
Download Dissertation___Final.pdf
Committee Members:
Harriet Black Nembhard, Dissertation Advisor/Co-Advisor
Harriet Black Nembhard, Committee Chair/Co-Chair
Paul M Griffin, Committee Member
Guodong Pang, Committee Member
Kyoungrae Jung, Committee Member
Colleen M Rafferty, Special Member

8. Modeling Student Satisfaction and Implementation of the I-C-D Method to Improve the Industrial Engineering Undergraduate Course Experience

open_access
Open Access
Author:
Bober, Cynthia A
Title:
Modeling Student Satisfaction and Implementation of the I-C-D Method to Improve the Industrial Engineering Undergraduate Course Experience
Graduate Program:
Industrial Engineering
Keywords:
Engineering Education
Industrial Engineering
Student Satisfaction
I-C-D Method
Statistical Modeling
File:
Download CynthiaBober_MS_Final.pdf
Committee Members:
Paul Carl Lynch, Thesis Advisor/Co-Advisor
M Jeya Chandra, Thesis Advisor/Co-Advisor
Harriet Black Nembhard, Thesis Advisor/Co-Advisor

10. BLOOD SUPPLY CHAIN OPERATIONAL EFFICIENCY IMPROVEMENT BY AGENT BASED SIMULATION

open_access
Open Access
Author:
Choi, Sung Hee
Title:
BLOOD SUPPLY CHAIN OPERATIONAL EFFICIENCY IMPROVEMENT BY AGENT BASED SIMULATION
Graduate Program:
Industrial Engineering
Keywords:
Blood Supply Chain
Agent-Based Simulation modeling
File:
Download FinalThesis-Sung_Hee_Choi.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Member
Tao Yao, Committee Member
Kyusun Choi, Committee Member

11. Knowledge Discovery of Gamification Features Relevant to Immersive Virtual Reality Environments

open_access
Open Access
Author:
Gopinath Bharathi, Ajay
Title:
Knowledge Discovery of Gamification Features Relevant to Immersive Virtual Reality Environments
Graduate Program:
Industrial Engineering
Keywords:
Virtual Reality
Virtual Learning Environments
Immersive Virtual Reality Systems
Gamification
Game Design Elements
File:
Download Ajay_2015_Thesis.pdf
Committee Members:
Conrad S Tucker, Thesis Advisor/Co-Advisor

12. Multi-objective Decision Support System for Sustainable Supplier Management

open_access
Open Access
Author:
Torres, Aineth
Title:
Multi-objective Decision Support System for Sustainable Supplier Management
Graduate Program:
Industrial Engineering
Keywords:
Supply Chain
Green Supply Chain
Procurement
Supplier
Sustainability
Eco-efficiency
Portfolio Management
Supply Risk
File:
Download PhDThesis_ATorres_Spring2015_eTDversion.pdf
Committee Members:
Arunachalam Ravindran, Dissertation Advisor/Co-Advisor
Arunachalam Ravindran, Committee Chair/Co-Chair
Gul Kremer, Committee Member
Charles David Ray Sr., Committee Member
Paul M Griffin, Committee Member

15. Interior point schemes for mixed-binary quadratic programs: Computational investigations and applications to unit commitment problems

open_access
Open Access
Author:
Wan, Wendian
Title:
Interior point schemes for mixed-binary quadratic programs: Computational investigations and applications to unit commitment problems
Graduate Program:
Industrial Engineering
Keywords:
Interior point method
quadratic programming
mixed integer programming
File:
Download Wendian-Dissertation.pdf
Committee Members:
Vinayak V Shanbhag, Thesis Advisor/Co-Advisor

16. Development of Optimization Method for Reheating Furnace Operation

open_access
Open Access
Author:
Kominami, Masahito
Title:
Development of Optimization Method for Reheating Furnace Operation
Graduate Program:
Industrial Engineering
Keywords:
Dynamic Programming
Optimization
Furnace control
Simulation
Heat transmission
Difference method
File:
Download Codes_of_billet_temperature_simulation__3D_.pdfDownload Codes_of_billet_temperature_simulation__2D_.pdfDownload Example_data_for_simulation.pdfDownload MS_Thesis__Masahito_Kominami__Final.pdf
Committee Members:
Robert Carl Voigt, Thesis Advisor/Co-Advisor

20. nonsmooth optimization with applications in network design and machine learning

open_access
Open Access
Author:
Liu, Hongcheng
Title:
nonsmooth optimization with applications in network design and machine learning
Graduate Program:
Industrial Engineering
Keywords:
Nonsmooth optimization
machine learning
network design
folded concave penalty
sparse recovery
File:
Download HongchengLiu_new-Dissertation-copy.pdf
Committee Members:
Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Runze Li, Committee Member

21. Manufacturing Energy Models based on Probabilistic Approaches

open_access
Open Access
Author:
Jeon, Hyun Woo
Title:
Manufacturing Energy Models based on Probabilistic Approaches
Graduate Program:
Industrial Engineering
Keywords:
manufacturing energy
queueing energy models
probabilistic manufacturing energy
File:
Download Dissertation__Hyun_Woo_Jeon_.pdf
Committee Members:
Vittaldas V Prabhu, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
Guodong Pang, Committee Member
Hosam Kadry Fathy, Committee Member

23. Quality Improvement to Assess and Audit Complexity in Translational Research

open_access
Open Access
Author:
Munoz Soto, David Andres
Title:
Quality Improvement to Assess and Audit Complexity in Translational Research
Graduate Program:
Industrial Engineering
Keywords:
quality improvement
translational research
analytic hierarchy process
goal programming
social network analysis
File:
Download Dissertation_vSubmitted_GradSchool_Final_v7.11.2015.pdf
Committee Members:
Harriet Black Nembhard, Dissertation Advisor/Co-Advisor
Harriet Black Nembhard, Committee Chair/Co-Chair
Paul Griffin, Committee Member
Ling Rothrock, Committee Member
Conrad S Tucker, Committee Member
Deirdre Mccaughey, Committee Member

33. Spectral Top-n:a Computationally Efficient Top-n Algorithm for Big Data Analytics

open_access
Open Access
Author:
Hutchison, Kenneth M
Title:
Spectral Top-n:a Computationally Efficient Top-n Algorithm for Big Data Analytics
Graduate Program:
Industrial Engineering
Keywords:
Big Data
Statistics
Computer Science
Top-N
Recommender Systems
Spectral Analysis
File:
Download psuthesis710.pdf
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Member
Paul Griffin, Committee Member
Kamesh Madduri, Committee Member
Daniel Antion Finke, Special Member

34. Predictive Analytics of Patient Hospital Adverse Events after Colorectal Surgery

open_access
Open Access
Author:
Guo, Sijia
Title:
Predictive Analytics of Patient Hospital Adverse Events after Colorectal Surgery
Graduate Program:
Industrial Engineering
Keywords:
Regression
Readmission
Mortality
Length of Stay
Complication
File:
Download Sijia_Guo_Masters_Thesis.pdf
Committee Members:
Soundar Kumara, Thesis Advisor/Co-Advisor
Guodong Pang, Thesis Advisor/Co-Advisor
Venkataraman Shankar, Thesis Advisor/Co-Advisor

37. Preemptive Interventions to Increase Patient Safety by Using Behavior-based Feedback

open_access
Open Access
Author:
Kim, Inki
Title:
Preemptive Interventions to Increase Patient Safety by Using Behavior-based Feedback
Graduate Program:
Industrial Engineering
Keywords:
Surgical Training
Simulation-based Training
Skill Acquisition
Text Mining
Motion Analysis
File:
Download DISSERTATION_Submission_InkiKim.pdf
Committee Members:
Scarlett Rae Miller, Dissertation Advisor/Co-Advisor
Andris Freivalds, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Member
Jason Zachary Moore, Committee Member

38. Integrating Sustainability in Manufacturing Process Planning

open_access
Open Access
Author:
Hatim, Qais Yahya
Title:
Integrating Sustainability in Manufacturing Process Planning
Graduate Program:
Industrial Engineering
Keywords:
Sustainability
Process Planning
Simulation
Optimization
Methodology
File:
Download Qais_Hatim_Dissertation_July2015_Final.pdf
Committee Members:
Christopher Saldana, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Lyle Norman Long, Committee Member
David R Riley Ii, Committee Member
Robert Carl Voigt, Committee Member
Sudarsan Rachuri, Special Member

39. On Convex Optimization Methods for Fitting Spatial Statistical Models to Large Data Sets

open_access
Open Access
Author:
Davanloo Tajbakhsh, Sam
Title:
On Convex Optimization Methods for Fitting Spatial Statistical Models to Large Data Sets
Graduate Program:
Industrial Engineering
Keywords:
Convex Optimization
Gaussian Random Field
Spatial Statistics
Alternating Direction Method of Multipliers
ADMM.
File:
Download SamDavanloo-Dissertation.pdf
Committee Members:
Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Dissertation Advisor/Co-Advisor
Vinayak V Shanbhag, Committee Member
James Landis Rosenberger, Committee Member
Murali Haran, Committee Member

42. Heavy Traffic Limits for Fork-Join Networks with Synchronization Constraints

open_access
Open Access
Author:
Lu, Hongyuan
Title:
Heavy Traffic Limits for Fork-Join Networks with Synchronization Constraints
Graduate Program:
Industrial Engineering
Keywords:
fork-join networks
non-exchangeable synchronization
generalized Kiefer process
multiparameter sequential empirical process
File:
Download Dissertation_HongyuanLu.pdf
Committee Members:
Guodong Pang, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Member
Manfred Heinz Denker, Committee Member
Paul Griffin, Committee Member
Vinayak V Shanbhag, Committee Member