Search

Author:

Chatterjee, Anirban

Title:

Exploiting Sparsity, Structure, and Geometry for Knowledge Discovery

Graduate Program:

Computer Science and Engineering

Keywords:

sparse graph embedding
sparse graph partitioning
data mining
sparse linear solvers

File:

Download AnirbanChatterjeeDoctoralThesis.pdf

Committee Members:

Padma Raghavan, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Suzanne Michelle Shontz, Committee Member
Kateryna Dmytrivna Makova, 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:

Inochanon, Keerati

Title:

A Speedy Algorithm For Determining Personalized Discounts For Products Approaching Their End-of-Life Stage

Graduate Program:

Industrial Engineering

Keywords:

decision support system
personalized discount
inventory policy
dynamic pricing
expert system
fuzzy inference rules
data mining

File:

Download inochanon-thesis.pdf

Committee Members:

Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Yip, Kelly

Title:

Mining Human Interaction Data

Graduate Program:

Industrial Engineering

Keywords:

data mining
multivariate time series
categorical data
association rule
sequential pattern
interactive data
approximated pattern

File:

Download KellyY_FinalSubmission.pdf

Committee Members:

David Arthur Nembhard, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Timothy William Simpson, Committee Member
Michael J Rovine, Committee Member

Author:

Li, Tianjiang

Title:

Abstract Principal Component Analysis And Applications To Model Reduction

Graduate Program:

Mathematics

Keywords:

Banach operator algebra
standing and traveling waves
signal decomposition
extraction of transient modes
abstract principal component analysis
data mining

File:

Download Li-Dissertation.pdf

Committee Members:

Qiang Du, Dissertation Advisor/Co-Advisor
Qiang Du, Committee Chair/Co-Chair
Ludmil Tomov Zikatanov, Committee Member
Xiantao Li, Committee Member
Anna L Mazzucato, Committee Member
Runze Li, Committee Member

Author:

Zhuang, Ziming

Title:

IMPROVING RELEVANCE RANKING FOR UNDERSPECIFIED QUERIES

Graduate Program:

Information Sciences and Technology

Keywords:

search query
relevance ranking
information retrieval
search engine
data mining

File:

Download ZZhuang-MS-Dissertation.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Lee Giles And Prasenjit Mitra, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor

Author:

Zhang, Zhenhai

Title:

DATAMINING OF GENOME-WIDE NUCLEOSOME DATA GENERATED BY NEXT-GENERATION SEQUENCING

Graduate Program:

Integrative Biosciences

Keywords:

Next-generation sequencing
data mining
ChIP-Seq

File:

Download Zhang_Dissertation_5.0.pdf

Committee Members:

Benjamin Franklin Pugh, Dissertation Advisor/Co-Advisor
Benjamin Franklin Pugh, Committee Chair/Co-Chair
David Scott Gilmour, Committee Member
Debashis Ghosh, Committee Member
Yu Zhang, Committee Member

Author:

Fang, Qi

Title:

Data Mining on Communication for Identifying Terrorists: A Case Study

Graduate Program:

Information Sciences and Technology

Keywords:

terrorist identification
data mining
social network analysis

File:

Download qifang.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
Dinghao Wu, Thesis Advisor/Co-Advisor
Dongwon Lee, Thesis Advisor/Co-Advisor

Author:

Udoh, Aniefiok S

Title:

Evaluating Stimlation Effectiveness of the Bakken Fields Using Data Mining Techniques

Graduate Program:

Energy and Mineral Engineering

Keywords:

Bakken
data mining
hydraulic fracturing in the bakken
stimulation
effective stimulation
evaluating stimulation
statistical analysis

File:

Download PS_Thesis__final_.pdf

Committee Members:

Yilin Wang, Thesis Advisor/Co-Advisor

Author:

Zhu, Yeying

Title:

Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems

Graduate Program:

Statistics

Keywords:

causal inference
data-adaptive
data mining
observational studies
propensity scores

File:

Download Yeying-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Aleksandra B Slavkovic, Committee Member
Runze Li, Committee Member
Donna Coffman, Committee Member