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Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Restricted (Penn State Only)

Author:: Rathi, Muskan
Title:: Collusion Detection in Auctions Using Machine Learning Algorithms
Area of Honors:: Computer Engineering
Keywords:: Economics
Computational Economics
Collusion
Auction
Auction Equilibrium
Bayes Nash Equilibrium
Machine Learning
File:: Login to Download
Thesis Supervisors:: Nima Haghpanah, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Ye, Ziping
Title:: Dragon Defender: Runtime Threat Detection for Cellular Devices
Area of Honors:: Computer Science
Keywords:: Machine Learning
Intrusion Detection
Cellular Network
File:: Login to Download
Thesis Supervisors:: Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Pallod, Aditi
Title:: Novel Risk Scores for Adverse Effects During Initiation of Anti-Arrhythmic Drugs: A Machine Learning-Based Statistical Approach for Remote Patient Monitoring
Area of Honors:: Biotechnology
Keywords:: Anti-Arrhythmic Drugs
Remote Patient Monitoring
Cardiology
Machine Learning
Regression Modeling
File:: Login to Download
Thesis Supervisors:: Jean-Paul Armache, Thesis Supervisor
Teh-Hui Kao, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Zhu, Alex
Title:: Anxiety Levels Throughout the Covid Pandemic: A Comparative Study of Age Groups and U.S. States
Area of Honors:: Data Sciences
Keywords:: Data Analytics
Machine Learning
File:: Login to Download
Thesis Supervisors:: Kaamran Raahemifar, Thesis Supervisor
Edward J Glantz, Thesis Honors Advisor

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