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Author:

Chumongkhon, Visanu

Title:

ONLINE CUSTOMER REVIEW ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

Text Classification
Machine Learning
Sentiment Analysis
Topic Modeling
Online Review Analytics
Support Vector Machine
Convolutional Neural Network
VADER

File:

Download MS_Thesis_Visanu_Chumongkhon.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor

Author:

Liu, Meng

Title:

Design Anywhere Manufacture Anywhere: A Novel Distribution Manufacturing Framework

Graduate Program:

Industrial Engineering

Keywords:

Manufacturing process
Shape descriptor
Do-It-Yourself

File:

Download Liu_Meng_Thesis_final.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Saurabh Basu, Committee Member

Author:

Yao, Bing

Title:

Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications

Graduate Program:

Industrial Engineering

Keywords:

Physical-statistical modeling and optimization
Spatiotemporal regularization
Sequential decision making
Energy-efficient mobile sensing
Multifractal analysis
Quality control
Additive Manufacturing
Inverse ECG modeling

File:

Download BingYao_dissertation.pdf

Committee Members:

Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Soraya M Samii, Special Member

Author:

Na, Hyeong Suk

Title:

STUDIES IN LARGE-SCALE EVACUATION NETWORK FLOW STOCHASTIC OPTIMIZATION UNDER SOCIAL INFLUENCE

Graduate Program:

Industrial Engineering

Keywords:

Cell transmission model
departure time choice model
social influence
large-scale hurricane evacuation
joint chance constrained program
sample average approximation
Large-scale evacuation network flow model
Cell Transmission Model
Joint chance constrained program
Sample average approximation
Departure time choice model
Social influence
Capacity drop
Hurricane evacuation strategy

File:

Download HyeongSukNa_Dissertation_FINAL.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Necdet Serhat Aybat, Committee Chair/Co-Chair
Tao Yao, Committee Member
S. Ilgin Guler, Committee Member
S. Ilgin Guler, Outside Member

Author:

Davaasuren, Dolzodmaa

Title:

Analysis of Opioid Related Adverse Events and Signal Detection with Machine Learning

Graduate Program:

Industrial Engineering

Keywords:

Opioid drugs
Adverse Drug Events
Adverse Drug Reactions
Drug-Drug Interaction

File:

Download FInal_thesis_DD.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Robert Voigt, Committee 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