1. Tweet Categorization With Pattern Diffusion Open Access Author: Bush, Zachary David Title: Tweet Categorization With Pattern Diffusion Area of Honors: Computer Science (Behrend) Keywords: PCAPattern DiffusionDiffusion MapTweetsTwitterDiffusion Geometry File: Download Bush_Zachary_TweetCategorization.pdf Thesis Supervisors: Meng Su, Thesis SupervisorRonald Lee Mccarty, Thesis Honors Advisor
2. Neural Network Feature Extraction For Activity Recognition In Video Data Open Access Author: Casterline, Kyle A Title: Neural Network Feature Extraction For Activity Recognition In Video Data Area of Honors: Electrical Engineering Keywords: featuresPCAsparsityneuralnetworkvideoextractionspatio-temporalobjectrecognitionclassificationSVMneighborsVIRAT File: Download Casterline_thesis_draft_final.pdf Thesis Supervisors: Shashi Phoha, Thesis SupervisorJohn Douglas Mitchell, Thesis Honors Advisor
3. Hearing what you see: Sex differences and correlations between human vocal, facial, and anthropometric traits Open Access Author: Dooling, Sean William Title: Hearing what you see: Sex differences and correlations between human vocal, facial, and anthropometric traits Area of Honors: Biological Anthropolgy Keywords: voicebody sizeanthropometricsfacefundamental frequencyformantsheightweightPCA File: Download DoolingSean_HonorsThesis.pdf Thesis Supervisors: Mark Shriver, Thesis SupervisorTimothy Michael Ryan, Thesis Honors Advisor
4. Machine Learning Techniques for Early Disease Detection in Potato Plants Open Access Author: Ryan, Philip John Title: Machine Learning Techniques for Early Disease Detection in Potato Plants Area of Honors: Electrical Engineering Keywords: machine learningunsupervised learningprincipal component analysisPCAoptics File: Download Philip_Ryan_Honors_Thesis.pdf Thesis Supervisors: Zhiwen Liu, Thesis SupervisorDr. Julio V. Urbina, Thesis Honors Advisor
