11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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