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Author:

Keffalas, Matthew George

Title:

FEATURE SELECTION AND CLASSIFICATION TO AUTOMATICALLY DETECT KNEE OSTEOARTHRITIS USING MRI

Area of Honors:

Electrical Engineering

Keywords:

support vector machine
feature selection
osteoarthritis
machine learning
MRI

File:

Download thesis_final.pdf

Thesis Supervisors:

David Miller, Thesis Supervisor
David Jonathan Miller, Thesis Supervisor
Kenneth Urish, Thesis Supervisor
Jeffrey Louis Schiano, Thesis Honors Advisor

Author:

Murphy, William P

Title:

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

Area of Honors:

Information Sciences and Technology

Keywords:

machine learning
sentiment analysis
data mining
social media
twitter
supervised learning

File:

Download shc_thesis.pdf

Thesis Supervisors:

John Yen, Thesis Supervisor
Lisa Firing Lenze, Thesis Honors Advisor

Author:

Costa, Michael Jerrick

Title:

Visual Scan Path Feature Based Image Emotion Analysis

Area of Honors:

Computer Science

Keywords:

images
emotion analysis
scan path
machine learning
computer vision

File:

Download Costa_Michael_visualscanpathfeaturesemotions_final.pdf

Thesis Supervisors:

James Z Wang, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Author:

Mirabile, Dominic

Title:

Using Student Characteristics for Machine Learning Modeling in Higher Education Alumni Giving

Area of Honors:

Information Sciences and Technology

Keywords:

machine learning
algorithms
higher education
fundraising
artificial intelligence

File:

Download Thesis_Mirabile_Dominic.pdf

Thesis Supervisors:

Vasant Gajanan Honavar, Thesis Supervisor
Andrea H Tapia, Thesis Honors Advisor
Andrea H Tapia, Faculty Reader

Author:

Siergiej, Christopher M

Title:

Google Trends Predict Stock Volatility

Area of Honors:

Computer Science

Keywords:

trading
statistical modeling
data mining
machine learning

File:

Download Google_Trends_Predict_Stock_Volatility.pdf

Thesis Supervisors:

Dr. Jesse Louis Barlow, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Author:

Ryan, Philip John

Title:

Machine Learning Techniques for Early Disease Detection in Potato Plants

Area of Honors:

Electrical Engineering

Keywords:

machine learning
unsupervised learning
principal component analysis
PCA
optics

File:

Download Philip_Ryan_Honors_Thesis.pdf

Thesis Supervisors:

Zhiwen Liu, Thesis Supervisor
Dr. Julio V. Urbina, Thesis Honors Advisor

Author:

Chen, Edward Jing

Title:

APPLICATIONS OF MACHINE LEARNING

Area of Honors:

Statistics

Keywords:

machine learning
kaggle
data science
data analytics

File:

Download Chen_Edward_Thesis.pdf

Thesis Supervisors:

Ethan Fang, Thesis Supervisor
Murali Haran, Thesis Honors Advisor

Author:

Berti, Ryan P

Title:

HOW THE SYMBIOSIS OF ARTIFICIAL INTELLIGENCE AND JOURNALISM WILL SHAPE THE FUTURE OF NEWS MEDIA

Area of Honors:

Journalism

Keywords:

artificial intelligence
journalism
machine learning
augmentation
automation
robot journalism
fack-checking
personalization
automated content

File:

Download Thesis_AI_Journalism_Ryan_Berti_1.mp4Download USEBerti_thesis_2.pdfDownload USEThesis_AI_Journalism_Ryan_Berti.mp4

Thesis Supervisors:

Curtis William Chandler, Thesis Supervisor
Russell Frank, Thesis Honors Advisor

Author:

De La Fuente Duran, Andres

Title:

Extending the Temporal Range of Hierarchical Deep Reinforcement Learning

Area of Honors:

Computer Science

Keywords:

machine learning
reinforcement learning
deep neural networks
temporal abstraction
hierarchical learning
artificial intelligence

File:

Download honors_thesis__1_.pdf

Thesis Supervisors:

Vasant Gajanan Honavar, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Author:

Cowell, Robert Henry

Title:

Utilizing Friendship Networks to Predict User Susceptibility to Fake News

Area of Honors:

Computer Science

Keywords:

machine learning
fake news
social media
Twitter
user susceptibility
school shootings

File:

Download RobertCowell_Thesis.pdf

Thesis Supervisors:

Dongwon Lee, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor