Search

Author:

Zou, Guixi

Title:

A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains

Graduate Program:

Electrical Engineering

Keywords:

machine learning
traffic classification
portability

File:

Download Guixi_Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Treeratpituk, Pucktada

Title:

Name Disambiguation in Academic Publications

Graduate Program:

Information Sciences and Technology

Keywords:

digital libraries
machine learning
entity resolution

File:

Download puck-msthesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Dongwon Lee, Thesis Advisor/Co-Advisor
Madhu Reddy, Thesis Advisor/Co-Advisor

Author:

Xu, Sen

Title:

EXPLORING REGIONAL VARIATION IN SPATIAL LANGUAGE: A CASE STUDY ON SPATIAL ORIENTATION BY USING VOLUNTEERED SPATIAL LANGUAGE DATA

Graduate Program:

Geography

Keywords:

text classification
geo-referenced web sampling
volunteered geographic information
information extraction
machine learning
spatial language analysis
regional linguistic differences
cardinal directional usage
visual analytics

File:

Download Thesis_Xu_July12th_Final_Final.pdf

Committee Members:

Alexander Klippel, Thesis Advisor/Co-Advisor
Alexander Klippel, Thesis Advisor/Co-Advisor
Alan Maceachren, Thesis Advisor/Co-Advisor

Author:

Toth, Brice Alan

Title:

Cost Effective Machine Learning Approaches for Linear Solver Selection

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
linear solvers
sparse matrices
cost reduction

File:

Download BriceToth_finalthesis.pdf

Committee Members:

Padma Raghavan, Thesis Advisor/Co-Advisor
Padma Raghavan, 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:

Jiang, Rui

Title:

A Customized Real Time Restaurant Recommendation System

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
natural language process
real-time recommendation
customized

File:

Download RuiJian_MastersThesis.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Wang Chien Lee, Thesis Advisor/Co-Advisor

Author:

You, Cheng

Title:

Machine Learning Methods in Portfolio Replication

Graduate Program:

Statistics

Keywords:

machine learning
portfolio replication
LASSO
LARS
trading strategies
hidden Markov model
hierarchical modelling

File:

Download ChengYou-MasterThesis-Final.pdf

Committee Members:

Jason Ryder Morton, Thesis Advisor/Co-Advisor

Author:

Song, Yang

Title:

A Machine Learning Based Approach To App Rating Manipulation Detection

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
app rating manipulation
app store

File:

Download Yang_Song-Thesis.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor

Author:

Murphy, William P

Title:

Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media

Graduate Program:

Information Sciences and Technology

Keywords:

machine learning
social media
data mining
health informatics

File:

Download ms_thesis2.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor

Author:

Srikrishnan, Vivek Anand

Title:

Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks

Graduate Program:

Energy and Mineral Engineering

Keywords:

direct normal irradiance
multi-pyranometer array
neural networks
machine learning

File:

Download VivekSrikrishnan-Thesis-20150715.pdf

Committee Members:

Jeffrey Brownson, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor