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Author:

Chonde, Seifu John

Title:

A Methodology of Machine Learning in Automated Entity Summarization

Graduate Program:

Industrial Engineering

Keywords:

text mining
network science
diversity
science of science
entity summarization

File:

Download SeifuChonde-Dissertation.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Karl Todd Mueller, Committee Member
Joey W Storer, Special Member
Conrad S Tucker, Committee Member
Paul M, Griffin, Committee Member
Vasant Gajanan Honavar, Committee Member

Author:

Kang, Sung Woo

Title:

Bisociative design: concept exploration by mining design associations across multiple products

Graduate Program:

Industrial Engineering

Keywords:

engineering design
product design
new product development process
text mining

File:

Download dissertation_final_Kang_IEPHD.pdf

Committee Members:

Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Gul Kremer, Committee Member
C Lee Giles, Committee Member

Author:

Julaiti, Juxihong

Title:

Simplifying Large Scale-free Networks by Optimizing The Information Content and Incomprehensibility

Graduate Program:

Industrial Engineering

Keywords:

Scale-free Networks
Simplification
Shannon Entropy

File:

Download FINAL_MSTHESIS_JUXIHONG.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Seifu Chonde, Committee Member
Janis Terpenny, Committee Member

Author:

Agrawal, Deepak

Title:

ESSAYS IN HEALTHCARE MODELING AND ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

appointment scheduling
healthcare analytics
preference based scheduling
markov decision process
no-show
multi-priority
network model
risk prediction
physician scheduling

File:

Download Deepak_Final_Thesis.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Guodong Pang, Committee Member
Mort D Webster, Outside Member
Guodong Pang, Committee Chair/Co-Chair
Guodong Pang, Dissertation Advisor/Co-Advisor

Author:

Rajendran, Suchithra

Title:

Platelet Inventory Management in Blood Supply Chains

Graduate Program:

Industrial Engineering

Keywords:

Platelet wastage
stochastic integer programming
heuristic ordering policies
blood supply chain
genetic algorithm

File:

Download Suchi_Rajendran_Dissertation_Draft.pdf

Committee Members:

A. Ravi Ravindran, Dissertation Advisor/Co-Advisor
A. Ravi Ravindran, Committee Chair/Co-Chair
Vittal Prabhu, Committee Member
Soundar Kumara, Committee Member
Terry Harrison, Outside Member
Jeanne Lumadue, Outside Member

Author:

Nadig, Adithya

Title:

Distributed Control of a Parcel Delivery System through Crowdsourcing

Graduate Program:

Industrial Engineering

Keywords:

Crowdsourcing
Parcel Delivery System
Auction
Genetic Algorithm
Distributed Algorithm
Distributed Arrival Time Controller

File:

Download Nadig_Thesis_Crdsrcing_Submission.pdf

Committee Members:

Vittaldas V Prabhu, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Janis P Terpenny, Committee Member

Author:

Latorella, Marc Duane

Title:

Evolving Intelligent Control Rules For A Collaborative Multi-Agent Manufacturing Cell

Graduate Program:

Industrial Engineering

Keywords:

Multi-Agent Systems
Collaborative
Evolutionary Learning
Intelligent Control

File:

Download 120417-Latorella-EvolvingICMAS.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodon Pang, Committee Member
Conrad S Tucker, Committee Member
Michael Saunders, Outside Member

Author:

Mohan, Tharun

Title:

Improve Food Supply Chain Traceability using Blockchain

Graduate Program:

Industrial Engineering

Keywords:

food supply chain
food tracebility systems
blockchain

File:

Download Improve_Food_Supply_Chain_Traceability_using_Blockchain.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Terry Harrison, Committee Member
Janis Terpenny, Committee Member

Author:

Kan, Chen

Title:

Dynamic Network Modeling and Analysis of Large-scale Internet of Things with Manufacturing and Healthcare Applications

Graduate Program:

Industrial Engineering

Keywords:

Internet of Things
Process monitoring
Dynamic network
Cardiovascular diseases
Parallel computing
Control chart
Statistical process control
ultraprecision machining
Medical automation
Smart and connected health

File:

Download Dissertation_ChenKan_20180105.pdf

Committee Members:

Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Jingjing Li, Committee Member
Lin Lin, Outside 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