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