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51. Defect Identification and Classification of Cellular Glass

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

52. The Viability of Machine Learning in the Stock Market

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

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

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

54. Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms

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

55. Examining Cases of Property Misinformation in Airbnb

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: J. Andrew Petersen, Thesis Supervisor
John Yen, Thesis Honors Advisor
Mallory Marie Meehan, Faculty Reader

56. Cross-Species Prediction of Transcription Factor Binding

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

57. The Impact of Adversarial Examples on Machine Learning Models

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Suhang Wang, Thesis Supervisor
Marc Aaron Friedenberg, Thesis Honors Advisor

59. Symmetry Detection from Dance Textures

Restricted (Penn State Only)

Author:: Li, Weisheng
Title:: Symmetry Detection from Dance Textures
Area of Honors:: Computer Science
Keywords:: motion capture data
Symmetry
Machine Learning
File:: Login to Download
Thesis Supervisors:: Yanxi Liu, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

60. Collusion Detection in Auctions Using Machine Learning Algorithms

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

61. Dragon Defender: Runtime Threat Detection for Cellular Devices

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

62. Novel Risk Scores for Adverse Effects During Initiation of Anti-Arrhythmic Drugs: A Machine Learning-Based Statistical Approach for Remote Patient Monitoring

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

63. Anxiety Levels Throughout the Covid Pandemic: A Comparative Study of Age Groups and U.S. States

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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