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Author:

Cavdur, Fatih

Title:

Network Mining: Applications to Business Data

Graduate Program:

Industrial Engineering

Keywords:

networks
network mining
asset graphs
business networks
financial systems
stock markets

File:

Download phd_thesis_fc.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Tao Yao, Committee Member
C Lee Giles, Committee Member
Lyle Norman Long, Committee Member

Author:

Yin, Jing

Title:

A Rule-based Lens Model

Graduate Program:

Industrial Engineering

Keywords:

Lens Model
Decision Making
Judgment Analysis
Genetic Algorithm

File:

Download Thesis_JingYin.pdf

Committee Members:

Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Arunachalam Ravindran, Committee Member
Richard Alan Carlson, Committee Member

Author:

Oh, Seog-Chan

Title:

Effective Web-service Composition in Diverse and Large-scale Service Networks

Graduate Program:

Industrial Engineering

Keywords:

web-service composition
AI planning
complex network
benchmark

File:

Download oh-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Tom Michael Cavalier, Committee Member
Timothy William Simpson, Committee Member
Ling Rothrock, Committee Member

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

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

Author:

Garza, Angela

Title:

INTEGRATING OPTIMIZATION AND ARTIFICIAL INTELLIGENCE - AGENT BASED MODELING FOR OPTIMAL WORKFORCE PLANNING

Graduate Program:

Industrial Engineering

Keywords:

agent-based modeling
workforce planning
system dynamics
multi-objective mathematical programming
artificial intelligence
optimization

File:

Download Garza_Final_Dissertation_20191205.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Jay Dean Martin, Special Member
Eunhye Song, Committee Member
Akhil Kumar, Outside Member
Daniel A. Finke, Committee Member
Ling Rothrock, Program Head/Chair