1. Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Restricted (Penn State Only) Author: Gao, Allen Title: Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Area of Honors: Computer Science Keywords: machine learningmobile computationvideo streamingsuper resolution File: Login to Download Thesis Supervisors: Guohong Cao, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
2. 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
3. Formal verification of approximate differential privacy via the characteristic function Restricted (Penn State Only) Author: Patel, Aaryan Title: Formal verification of approximate differential privacy via the characteristic function Area of Honors: Computer Science Keywords: Differential PrivacyFormal VerificationProgramming Languages File: Login to Download Thesis Supervisors: Danfeng Zhang, Thesis SupervisorDanfeng Zhang, Thesis Honors AdvisorJohn Joseph Hannan, Faculty Reader
4. Evaluating SOMA and MoSh++ Using PSU-TMM100 Marker Data Restricted (Penn State Only) Author: Johri, Divyesh Title: Evaluating SOMA and MoSh++ Using PSU-TMM100 Marker Data Area of Honors: Computer Science Keywords: mocapmarkerslabelslabelingauto-labelerlabelerautomatic labelingsomamoshtmm100taijimovement3d bodymotion capturepythonmatlab File: Login to Download Thesis Supervisors: Yanxi Liu, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
5. Haptic Feedback System for Percussive Elements in Music Restricted (Penn State Only) Author: Vatsal, Shivank Title: Haptic Feedback System for Percussive Elements in Music Area of Honors: Computer Science Keywords: MusicAudio ProcessingSource SeparationTransformersNonnegative Matrix FactorizationHapticsDecision TreesSpectrogramsOnset Detection File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
6. A Performance Analysis of Machine Learning Techniques in Stock Price Prediction Restricted (Penn State Only) Author: Al-Quaid, Hasan Title: A Performance Analysis of Machine Learning Techniques in Stock Price Prediction Area of Honors: Computer Science Keywords: Artificial IntelligenceLinear RegressionHidden Markov ModelArtificial Neural NetworksSentiment AnalysisEnsemble Model File: Login to Download Thesis Supervisors: Md Faisal Kabir, Thesis SupervisorRonald Walker, Thesis Honors AdvisorHyuntae, Na, Faculty Reader