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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:

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:

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

Author:

Cao, Jeffery Xufeng

Title:

Using Generative Adversial Networks to Create Training Data from only Textual Descriptions

Area of Honors:

Computer Science

Keywords:

GAN
machine learning
CNN
text-to-image
Image Classification

File:

Download JefferyThesisFinal.pdf

Thesis Supervisors:

Thomas F La Porta, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Diwan, Ishaan

Title:

Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization

Area of Honors:

Computer Science

Keywords:

machine learning
portfolio optimization
stocks
trading
boosted decision trees
decision trees
Markowitz mean-variance portfolio theory

File:

Download Diwan_Thesis_Final.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Gluck, Jared Paul

Title:

A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting

Area of Honors:

Computer Science

Keywords:

ai
ai for social good
deep learning
machine learning
locusts

File:

Download Gluck_Jared_thesis.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
Jesse Louis Barlow, Thesis Honors Advisor

Author:

Li, Matthew

Title:

using physics-informed generative adversarial networks to enhance multiphase fluid flow simulation

Area of Honors:

Computer Science

Keywords:

machine learning
deep learning
computational fluid dynamics
cfd
novel method
physics-informed neural network

File:

Download thesis_matthew_li.pdf

Thesis Supervisors:

Chris Mc Comb, Thesis Supervisor
Jesse Louis Barlow, Thesis Honors Advisor

Author:

Chun, Chaewan

Title:

Robust Image Classification based on Pixel Importance

Area of Honors:

Computer Science

Keywords:

adversarial attack
image analysis
machine learning
CNN
heatmap-based blurring
robustness

File:

Download Schreyer_Honors_Thesis_Chun.pdf

Thesis Supervisors:

Jia Li, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Yu, Normen

Title:

FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

Area of Honors:

Computer Science

Keywords:

machine learning
fairness in AI
human machine interface

File:

Download Thesis-final.pdf

Thesis Supervisors:

G. Gary Tan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor