Search

Author:

Sun, Bingjun

Title:

MINING, INDEXING, AND SEARCH APPROACHES TO ENTITY AND GRAPH INFORMATION RETRIEVAL FOR CHEMOINFORMATICS

Graduate Program:

Computer Science and Engineering

Keywords:

Information retrieval
information extraction
entity tagging
entity search
query model
graph mining
graph indexing
graph search
feature selection
Chemoinformatics

File:

Download BingjunSun-Dissertation.pdf

Committee Members:

C Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Robert T Collins, Committee Member
Bing Li, Committee Member

Author:

Kim, Hyun-Woo

Title:

Data Mining on Microblogged Information: Gender Recognition and Suicide Prevention

Graduate Program:

Information Sciences and Technology

Keywords:

data mining
suicide prevention
gender classification
gender recognition
feature selection
attribute selection
support vector machine
SVM

File:

Download data_mining_on_microblogged_information.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
John Yen, Thesis Advisor/Co-Advisor
Bernard James Jansen, Thesis Advisor/Co-Advisor

Author:

Fry, Jonathan Richard

Title:

An Investigation of Wavelet Features for Automated Biomedical Image Classification

Graduate Program:

Electrical Engineering

Keywords:

wavelet
feature space
classification
machine learning
pattern recognition
image analysis
feature selection

File:

Download thesis_format_final.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

Author:

D'orazio, Vito James

Title:

International Military Cooperation: From Concepts to Constructs

Graduate Program:

Political Science

Keywords:

international relations
measurement
military cooperation
foreign policy
alliances
feature selection

File:

Download DOrazio-Dissertation.pdf

Committee Members:

Glenn Hunter Palmer, Dissertation Advisor/Co-Advisor
Philip A Schrodt, Committee Member
Joseph Wright, Committee Member
Diane Helen Felmlee, Committee Member
James Honaker, Special Member

Author:

Kocak, Fatih

Title:

Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

Graduate Program:

Electrical Engineering

Keywords:

machine learning
anomaly detection
p-value
clustering
feature selection
network neutrality
game theory
caching
networks

File:

Download FatihKocak-Dissertation.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
George Kesidis, Dissertation Advisor/Co-Advisor
Kenneth Jenkins, Committee Member
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Committee 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:

Jonayat, A S M

Title:

Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning

Graduate Program:

Mechanical Engineering

Keywords:

catalysis
monolayer metal oxide
mixed metal oxides
DFT
machine learning
compact sensing
feature selection
LASSO

File:

Download Thesis_ASM_JonayatV3.pdf

Committee Members:

Adri C.T. van Duin, Dissertation Advisor/Co-Advisor
Adri C.T. van Duin, Committee Chair/Co-Chair
Michael J. Janik, Committee Member
Richard Yetter, Committee Member
Lasse Jensen, Outside Member