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Author:

Sim, Jaehun

Title:

Managing Supply Chain Sustainability through Microfinance and Recycling

Graduate Program:

Industrial Engineering

Keywords:

Microfinance
Sustainable Supply Chain
Carbon Emission
and Energy

File:

Download Jaehun_Sim_Dissertation.pdf

Committee Members:

Vittaldas V Prabhu, Committee Chair/Co-Chair
Paul Griffin, Committee Member
Tao Yao, Committee Member
Douglas J Thomas, Committee 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:

Wang, Xue

Title:

SPARSE RECOVERY OF TIME-VARING STREAMING DATA USING HOMOTOPY METHOD

Graduate Program:

Industrial Engineering

Keywords:

sparse recovery
regularation
online updating
homotopy

File:

Download xue_wang_thesis.pdf

Committee Members:

Tao Yao, Thesis Advisor/Co-Advisor

Author:

Hu, Xiaocheng

Title:

DATA MINING ON CORPORATE FILLING BASED ON BAYESIAN LEARNING APPROACH

Graduate Program:

Industrial Engineering

Keywords:

data mining
text analysis
Perl

File:

Download finalthesis.pdf

Committee Members:

Tao Yao, Thesis Advisor/Co-Advisor

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:

Li, Yunhang

Title:

Matrix Factorization Method For Lagre Recommendation System

Graduate Program:

Industrial Engineering

Keywords:

Recommendation system
Matrix Factorization

File:

Download Factorization_Matrix_for_Recommendation_Systems_-Yunhang_Li-Final.pdf

Committee Members:

Tao Yao, Thesis Advisor/Co-Advisor

Author:

Sun, Yuqi

Title:

OPTIMIZATION ALGORITHMS AND APPLICATIONS IN TRAFFIC SIGNAL CONTROL AND MACHINE LEARNING

Graduate Program:

Industrial Engineering

Keywords:

optimization
dynamic network loading
machine learning

File:

Download Yuqi_Sun-Dissertation.pdf

Committee Members:

Tao Yao, Dissertation Advisor/Co-Advisor

Author:

Rigdon, Matthew Alden

Title:

Dual Time Scale Dynamic User Equilibria with Demand Growth: Formulation and a Convergent Algorithm

Graduate Program:

Industrial Engineering

Keywords:

dynamic user equilibrium
dynamic games
traffic equilibria
algorithm

File:

Download MatthewRigdon.pdf

Committee Members:

Terry Friesz, Committee Chair/Co-Chair
Tom Cavalier, Committee Member
Venky Shankar, Committee Member
Tao Yao, Committee Member

Author:

Lee, Yooneun

Title:

Robust planning and execution

Graduate Program:

Industrial Engineering

Keywords:

Data Envelopment Analysis
Productivity index
Feedback algorithm
Prevention programs
Healthcare engineering
Operating room scheduling
Robust optimization

File:

Download YooneunLEE_dissertation_final3.pdf

Committee Members:

Vittaldas V. Prabhu, Dissertation Advisor/Co-Advisor
Vittaldas V. Prabhu, Committee Chair/Co-Chair
Uday V. Shanbhag, Committee Member
Tao Yao, Committee Member
Mort D. Webster, Outside Member

Author:

Sung, Yi Shan

Title:

NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

Graduate Program:

Industrial Engineering

Keywords:

network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction

File:

Download phd_thesis_yishan.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member