1. AudioSquare: An Open-Source Audio Visualization Tool Open Access Author: Shastri, Apoorva Title: AudioSquare: An Open-Source Audio Visualization Tool Area of Honors: Computer Science Keywords: Audio visualizationOpen-source softwareSignal processing File: Download Apoorva_Shastri_Audio_Visualization_Thesis.pdf Thesis Supervisors: Kamesh Madduri, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
2. Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization Open Access Author: Diwan, Ishaan Title: Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization Area of Honors: Computer Science Keywords: machine learningportfolio optimizationstockstradingboosted decision treesdecision treesMarkowitz mean-variance portfolio theory File: Download Diwan_Thesis_Final.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops Open Access Author: Singh, Chanpreet Title: Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops Area of Honors: Computer Science Keywords: tensorflowimageclassificationmachinelearningplantscience File: Download singh_thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors AdvisorDavid Peter Hughes, Faculty Reader
4. Machine Learning Applications for Severe Weather Detection and Prediction Open Access Author: Bradley, Kyle J Title: Machine Learning Applications for Severe Weather Detection and Prediction Area of Honors: Data Sciences Keywords: machine learningdata scienceweather File: Download KyleBradley_FinalThesis.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
5. Detecting Unsafety in Rust Code Open Access Author: Ouzomgi, Brian Title: Detecting Unsafety in Rust Code Area of Honors: Computer Science Keywords: RustMemory UnsafetyParsingAbstract Syntax Trees File: Download BRIAN_OUZOMGI_THESIS.pdf Thesis Supervisors: Gang Tan, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
6. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
7. Exploring Timing Channels in Differentially Private Libraries Open Access Author: Yang, Andrew Title: Exploring Timing Channels in Differentially Private Libraries Area of Honors: Computer Science Keywords: differential privacytiming channelscybersecuritycomputer science File: Download Honors_Thesis_Final.pdf Thesis Supervisors: Danfeng Zhang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
8. Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Open Access Author: Biase, Isabelle Title: Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Area of Honors: Computer Science Keywords: Random ForestRecursive Feature EliminationAlzheimer's DiseaseMachine LearningRaman Spectroscopy File: Download Biase_Thesis.pdf Thesis Supervisors: Shengxi Huang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
9. Genome-Metagenome Similarity Graph: a Novel Data Structure for Containment-Based Metagenome Comparison Open Access Author: Thomas, Isaac Title: Genome-Metagenome Similarity Graph: a Novel Data Structure for Containment-Based Metagenome Comparison Area of Honors: Computer Science Keywords: MetagenomicsBioinformaticsMathematicsComputer ScienceMetagenomic Similarity File: Download SHCThesis_IsaacThomas_Final.pdf Thesis Supervisors: David Koslicki, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
10. An Enhancer-Based Deep Learning Approach for Studying Viral Regulation Open Access Author: Cooper, Rachel Title: An Enhancer-Based Deep Learning Approach for Studying Viral Regulation Area of Honors: Computer Science Keywords: Deep LearningBioinformaticsGene RegulationEnhancersVirusHSV-1 File: Download Cooper_Rachel_An_Enhancer-Based_Deep_Learning_Approach_For_Studying_Viral_Regulation.pdf Thesis Supervisors: Shaun Mahony, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
