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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

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

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

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

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

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

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

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

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

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

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

Author:

Zhang, Sai

Title:

cost-effectiveness of health care interventions

Graduate Program:

Industrial Engineering

Keywords:

health care
cost-effectiveness
breast cancer
sofosbuvir

File:

Download Dissertation_Sai.pdf

Committee Members:

Paul Griffin, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Member
Vittaldas V Prabhu, Committee Member
Zhibiao Zhao, Committee Member

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

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

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

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

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