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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:

Yang, Hui

Title:

User Centered Design of Visual Analytics and its Applications in Healthcare

Graduate Program:

Industrial Engineering

Keywords:

User Centered Design
Visual Analytics
Information Visualization
Healthcare Informatics

File:

Download Dissertation-Hui_Yang.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Ling Rothrock, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Istvan Albert, Committee Member
Ravi Singareddy, Special Member

Author:

Lim, Sunghoon

Title:

EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA

Graduate Program:

Industrial Engineering

Keywords:

Machine Learning
Text Mining
Social Media Analytics
Online Data Analytics
Event Detection
Event Prediction

File:

Download Dissertation_SunghoonLim_IEPHD.pdf

Committee Members:

Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Ling Rothrock, Committee Member
Nilam Ram, Outside Member

Author:

Li, Jingwen

Title:

INVESTIGATION OF VISUAL CUE USAGE IN A MULTIPLE-POINT TIME-TO-CONTACT TASK

Graduate Program:

Industrial Engineering

Keywords:

Time-to-contact
Search Strategy
Visual cue usage
Scanpath
Machine Learning

File:

Download Jingwen_Li_-Dissertation_V2.2.pdf

Committee Members:

Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Soundar Kumara, Committee Member
Richard Alan Carlson, Outside Member

Author:

Liu, Ning

Title:

DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE

Graduate Program:

Industrial Engineering

Keywords:

Data-Driven Modeling
Interpretable Machine Learning
Healthcare Analytics
Drug-Drug Interactions
Patient Satisfaction

File:

Download NingLiu-Dissertation-FinalVersion.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Eunhye Song, Committee Member
Terry Harrison, Outside Member
Ling Rothrock, Program Head/Chair