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 TestingNeural NetworksImage ClassificationMachine Learning File: Download Burlovic_Benjamin_Honors_Thesis_Final.pdf Thesis Supervisors: Ryan L Harne, Thesis SupervisorMargaret 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 LearningNeural NetworkStock PredictionPaper Trading File: Download The_Viability_of_Machine_Learning_in_the_Stock_Market.pdf Thesis Supervisors: Jonathan Liaw, Thesis SupervisorWen-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 LearningFinanceFilm File: Download JosephPevnerThesis.pdf Thesis Supervisors: Lingzhou Xue, Thesis SupervisorBrian 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 LearningSpiking Neural NetworksBackpropagationPrincipal Component AnalysisNeural Networks File: Download Andre_Mitrik_Thesis.pdf Thesis Supervisors: Abhronil Sengupta, Thesis SupervisorJohn 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: AirbnbMachine LearningMisinformationText ClassificationSharing Economy File: Login to Download Thesis Supervisors: J. Andrew Petersen, Thesis SupervisorJohn Yen, Thesis Honors AdvisorMallory 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 RegulationDeep LearningTransfer LearningDomain AdaptationComputational BiologyBioinformaticsMachine Learning File: Login to Download Thesis Supervisors: Shaun Mahony, Thesis SupervisorJohn 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 LearningComputer ScienceAdversarial Machine LearningSpam Detection File: Login to Download Thesis Supervisors: Patrick Drew Mcdaniel, Thesis SupervisorJohn 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 ScienceMachine LearningMisinformationFake NewsCOVID-19 File: Login to Download Thesis Supervisors: Suhang Wang, Thesis SupervisorMarc 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 dataSymmetryMachine Learning File: Login to Download Thesis Supervisors: Yanxi Liu, Thesis SupervisorRebecca 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: EconomicsComputational EconomicsCollusionAuctionAuction EquilibriumBayes Nash EquilibriumMachine Learning File: Login to Download Thesis Supervisors: Nima Haghpanah, Thesis SupervisorJohn 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 LearningIntrusion DetectionCellular Network File: Login to Download Thesis Supervisors: Syed Rafiul Hussain, Thesis SupervisorDanfeng 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 DrugsRemote Patient MonitoringCardiologyMachine LearningRegression Modeling File: Login to Download Thesis Supervisors: Jean-Paul Armache, Thesis SupervisorTeh-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 AnalyticsMachine Learning File: Login to Download Thesis Supervisors: Kaamran Raahemifar, Thesis SupervisorEdward J Glantz, Thesis Honors Advisor
64. Fairness in Artificial Intelligence Algorithms Open Access Author: Rodriguez, Alina Title: Fairness in Artificial Intelligence Algorithms Area of Honors: Information Sciences and Technology Keywords: Artificial IntelligenceMachine LearningFairnessEnsemble LearningEqualityEquityBiasTechnology File: Download Fairness_In_AI_Thesis_Final.pdf Thesis Supervisors: Abdullah Konak, Thesis SupervisorJeanne Marie Rose, Thesis Honors Advisor
65. Task Graph Based Mistake Detection in Instructional Videos Open Access Author: Sell, Parker Title: Task Graph Based Mistake Detection in Instructional Videos Area of Honors: Computer Science Keywords: Mistake RecognitionMachine LearningInstructional VideosAssembly VideosTask GraphVisual Recognition Network File: Download ParkerSellThesis.pdf Thesis Supervisors: Huijuan Xu, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
66. Adaptive Partial Training for Model-Heterogeneous Federated Learning Open Access Author: Swope, Jason Title: Adaptive Partial Training for Model-Heterogeneous Federated Learning Area of Honors: Computer Science Keywords: Machine LearningDistributed Machine LearningFederated LearningModel-Heterogeneous Federated LearningPartial TrainingModel HetegeneityData Heterogeneity File: Download Swope_Jason_Adaptive_Partial_Training_for_Model-Heterogeneous_Federated_Learning.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorMohamed Khaled Almekkawy, Thesis Honors Advisor
67. Leveraging Graph Neural Networks for Efficient Word Representations Open Access Author: Himes, Ryan Title: Leveraging Graph Neural Networks for Efficient Word Representations Area of Honors: Computer Science Keywords: Graph Neural NetworksNLPMachine LearningWord EmbeddingsText Classification File: Download Leveraging_Graph_Neural_Networks_for_Efficient_Word_Representations.pdf Thesis Supervisors: Truong Xuan Tran, Thesis SupervisorTing He, Thesis Honors Advisor
68. Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach Restricted (Penn State Only) Author: Kakkar, Sagan Title: Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach Area of Honors: Statistics Keywords: Machine LearningStatisitical AnalysisFraud DetectionData ScienceStatisitcs File: Login to Download Thesis Supervisors: Yubai Yuan, Thesis SupervisorJohn Yen, Thesis Honors AdvisorCindy Lin, Faculty Reader
69. Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Open Access Author: Frishman, Jacob Title: Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Area of Honors: Mathematics Keywords: Differential EquationsDNNsDeep Neural NetworksMachine LearningODEsNeural Networks File: Download Frishman_Jacob_Honors_Thesis.pdf Thesis Supervisors: Leonid V Berlyand, Thesis SupervisorSergei Tabachnikov, Thesis Honors Advisor
70. Classification and Quantification of Consumer Drink Products Using Solution Gated Graphene Field Effect Transistors Restricted (Penn State Only) Author: Price, Collin Title: Classification and Quantification of Consumer Drink Products Using Solution Gated Graphene Field Effect Transistors Area of Honors: Engineering Science Keywords: GrapheneISFETSensingSemiconductorsNanomaterialsMachine LearningConsumer Products File: Login to Download Thesis Supervisors: Saptarshi Das, Thesis SupervisorJoseph Paul Cusumano, Thesis Honors Advisor
71. Detecting Type II-P Supernova Precursor Emission via Machine Learning Open Access Author: Tartaglia, Anna Title: Detecting Type II-P Supernova Precursor Emission via Machine Learning Area of Honors: Astronomy and Astrophysics Keywords: Transient AstronomySupernovaeMachine Learning File: Download anna_tartaglia_thesis.pdf Thesis Supervisors: Donald P Schneider, Thesis SupervisorCindy Yuexing Gulis, Thesis Honors Advisor
72. Projecting MLB Pitcher Performance with Pitch Grades Open Access Author: Zerbe, Malcolm Title: Projecting MLB Pitcher Performance with Pitch Grades Area of Honors: Statistics Keywords: BaseballMLBMachine Learning File: Download honors_thesis_mtz3.pdf Thesis Supervisors: Matt Slifko, Thesis SupervisorAndrew John Wiesner, Thesis Honors Advisor