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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

Author:

Devarakonda, Vaishali

Title:

Examining Cases of Property Misinformation in Airbnb

Area of Honors:

Data Sciences

Keywords:

Airbnb
Machine Learning
Misinformation
Text Classification
Sharing Economy

File:

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Thesis Supervisors:

J. Andrew Petersen, Thesis Supervisor
John Yen, Thesis Honors Advisor
Mallory Marie Meehan, Faculty Reader

Author:

Agarwala, Vandana

Title:

Cross-Species Prediction of Transcription Factor Binding

Area of Honors:

Computer Science

Keywords:

Gene Regulation
Deep Learning
Transfer Learning
Domain Adaptation
Computational Biology
Bioinformatics
Machine Learning

File:

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Thesis Supervisors:

Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Martutartus, Sheryll

Title:

The Impact of Adversarial Examples on Machine Learning Models

Area of Honors:

Computer Science

Keywords:

Machine Learning
Computer Science
Adversarial Machine Learning
Spam Detection

File:

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Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Denenberg, Allison

Title:

Using COVID 19 Healthcare Misinformation to Develop a System to Detect Future Fake News

Area of Honors:

Data Sciences

Keywords:

Data Science
Machine Learning
Misinformation
Fake News
COVID-19

File:

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Thesis Supervisors:

Suhang Wang, Thesis Supervisor
Marc Aaron Friedenberg, Thesis Honors Advisor

Author:

Li, Weisheng

Title:

Symmetry Detection from Dance Textures

Area of Honors:

Computer Science

Keywords:

motion capture data
Symmetry
Machine Learning

File:

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Thesis Supervisors:

Yanxi Liu, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

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:

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Thesis Supervisors:

Nima Haghpanah, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor