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Author:

Bastian, Nathaniel Drew

Title:

Multiple Criteria Decision Engineering to Support Management in Military Healthcare and Logistics Operations

Graduate Program:

Industrial Engineering

Keywords:

multi-criteria decision engineering
resource allocation under uncertainty
performance measurement
healthcare
logistics

File:

Download Bastian_ND_-_PhD_Dissertation.pdf

Committee Members:

Paul M Griffin, Dissertation Advisor/Co-Advisor
Harriet Black Nembhard, Dissertation Advisor/Co-Advisor
Paul M Griffin, Committee Chair/Co-Chair
Harriet Black Nembhard, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Terry Paul Harrison, Committee Member
Lawrence V Fulton, Special Member

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:

Slota, George Michael

Title:

Irregular Graph Algorithms on Modern Multicore, Manycore, and Distributed Processing Systems

Graduate Program:

Computer Science and Engineering

Keywords:

graph mining
high performance computing
graph partitioning
subgraph isomorphism

File:

Download slota-thesis.pdf

Committee Members:

Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Wang Chien Lee, Committee Member
Soundar Kumara, Committee Member
Sivasankaran Rajamanickam, Special Member

Author:

Chang, Fangle

Title:

Prediction of human assessments of dairy odor using instruments by sensor fusion and Neural Networks

Graduate Program:

Agricultural and Biological Engineering

Keywords:

hedonic tone
electronic nose
zNose
ANNs
feature selection
PCA
gamma test
forward selection
multi-sensor data fusion
prediction

File:

Download Fangle_Chang_Dissertation.pdf

Committee Members:

Paul Heinz Heinemann, Dissertation Advisor/Co-Advisor
Herschel Adams Elliott, Committee Member
Robin C Brandt, Special Member
Eileen Eilzabeth Fabian, Committee Member
Soundar Kumara, 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:

Lee, Chris Songjin

Title:

DATA DEPENDENT OPTIMIZATION VISION ARCHITECTURE

Graduate Program:

Computer Science and Engineering

Keywords:

Image processing
Region of interest
Object detection
Computer architecture
Vision pipeline
Accelerator

File:

Download Chris_Dissertation_13.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Sumeet Kumar Gupta, Committee Member
Soundar Kumara, Outside Member
Kevin Irick, Special Member