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