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Author:

Christino, Martha

Title:

Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes

Area of Honors:

Meteorology

Keywords:

Hurricanes
Machine Learning
Eyewall Replacement Cycle
Hurricane Intensification
Environmental

File:

Download ForReview_Christino_Thesis.pdf

Thesis Supervisors:

Paul Markowski, Thesis Supervisor
Paul Markowski, Thesis Honors Advisor
Anthony Carl Didlake, Jr., Faculty Reader
George Spencer Young, Thesis Supervisor

Author:

Elisii, Patrick

Title:

Fine Tuning Transformers for Political Manifesto Summarization and Quantification

Area of Honors:

Computer Science

Keywords:

Machine Learning
Natural Language Processing
Political Documents
Summarization
Classification
BERT

File:

Download Thesis-elisii_final.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Burlovic, Benjamin

Title:

Defect Identification and Classification of Cellular Glass

Area of Honors:

Mechanical Engineering

Keywords:

Non Destructive Testing
Neural Networks
Image Classification
Machine Learning

File:

Download Burlovic_Benjamin_Honors_Thesis_Final.pdf

Thesis Supervisors:

Ryan L Harne, Thesis Supervisor
Margaret Louise Byron, Thesis Honors Advisor

Author:

Stevenson, Nolan

Title:

The Viability of Machine Learning in the Stock Market

Area of Honors:

Computer Science (Behrend)

Keywords:

Machine Learning
Neural Network
Stock Prediction
Paper Trading

File:

Download The_Viability_of_Machine_Learning_in_the_Stock_Market.pdf

Thesis Supervisors:

Jonathan Liaw, Thesis Supervisor
Wen-Li Wang, Thesis Honors Advisor

Author:

Pevner, Joseph

Title:

Linear Regression, Mixture Modeling, and Gradient Boosting to Predict Box Office Revenue: Leveraging Machine Learning in Volatile Industries

Area of Honors:

Finance

Keywords:

Machine Learning
Finance
Film

File:

Download JosephPevnerThesis.pdf

Thesis Supervisors:

Lingzhou Xue, Thesis Supervisor
Brian Spangler Davis, Thesis Honors Advisor

Author:

Mitrik, Andre

Title:

Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Spiking Neural Networks
Backpropagation
Principal Component Analysis
Neural Networks

File:

Download Andre_Mitrik_Thesis.pdf

Thesis Supervisors:

Abhronil Sengupta, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor