1. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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