1. Using Data Mining to Detect Hate Speech on Twitter Open Access Author: Ciccarelli, Joshua Title: Using Data Mining to Detect Hate Speech on Twitter Area of Honors: Data Sciences Keywords: Machine LearningTwitterData MiningData ScienceCyber AgressionCyber Bullying File: Download Thesis_Ciccarelli_Joshua.pdf Thesis Supervisors: Anna Cinzia Squicciarini, Thesis SupervisorJohn Yen, Thesis Honors Advisor
2. PairBoost: Gradient Boosted Classification from Pairwise Data Open Access Author: Ashtekar, Neil Title: PairBoost: Gradient Boosted Classification from Pairwise Data Area of Honors: Computer Science Keywords: Machine LearningEnsemble LearningGradient BoostingData ScienceArtificial Intelligence File: Download Ashtekar_Neil_PairBoost.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
3. Road Traffic Crash Severity Prediction Using Multi-State Data Open Access Author: England, Thomas M Title: Road Traffic Crash Severity Prediction Using Multi-State Data Area of Honors: Computer Engineering Keywords: Machine LearningCrash Severity PredictionDecision TreeNeural NetworkData Processing File: Download Thomas_England_Thesis_2021__1_.pdf Thesis Supervisors: Kamesh Madduri, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
4. 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
5. Analysis of Automation in the Fast Fashion Supply Chain Open Access Author: Blackford, Grace Title: Analysis of Automation in the Fast Fashion Supply Chain Area of Honors: Project and Supply Chain Management Keywords: Supply ChainAutomationFast FashionClothingBlockchainMachine LearningArtificial IntelligenceRobotic Process Automation and OptimizationSupply Chain ManagmentClothing IndustryAutomation TechnologiesArtificisl IntelligenceRobotic Process AutomationOptimization File: Download Grace_Blackford-_Analysis_of_Automation_in_the_Fast_Fashion_Supply_Chain.pdf Thesis Supervisors: Richard Peng, Thesis SupervisorPeerasit Patanakul, Thesis Honors Advisor
6. Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Open Access Author: Baak, Andrew Title: Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Area of Honors: Data Sciences Keywords: Machine LearningData ScienceSports GamblingFantasy Sports File: Download Baak_Thesis_Final.pdf Thesis Supervisors: Francis C Wham, Jr., Thesis SupervisorJohn Yen, Thesis Honors Advisor
7. Improving Trust in Deep Learning by Augmented Deep K-Nearest Neighbors Open Access Author: Tickner, Sarah Title: Improving Trust in Deep Learning by Augmented Deep K-Nearest Neighbors Area of Honors: Engineering Science Keywords: Machine LearningDeep LearningNeural NetworksTrustDKNNKNN File: Download Tickner_Thesis_SHC.pdf Thesis Supervisors: Bruce Einfalt, Thesis SupervisorGary L Gray, 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. Improving Meta-Learning Performance Through Task Sampling Techniques Open Access Author: Smith, Jacob C Title: Improving Meta-Learning Performance Through Task Sampling Techniques Area of Honors: Computer Science Keywords: Machine LearningMeta-Learning File: Download JacobSmithHonorsThesisFinal.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
10. Indoor Scene Category Merging Using a Modified Davies-Bouldin Index Open Access Author: Coelho, Anthony Title: Indoor Scene Category Merging Using a Modified Davies-Bouldin Index Area of Honors: Computer Science Keywords: Machine LearningSilhouette IndexDavies-Bouldin IndexCentroid Based Concept LearningCategory Merging File: Download AnthonyCoelhoSchreyerHonorsThesis.pdf Thesis Supervisors: Alan Richard Wagner, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
11. Categorizing Synthetic Aperture Sonar Imagery Using Pre-Trained Neural Networks and Artificial Data Open Access Author: Ahmed, Raiid Title: Categorizing Synthetic Aperture Sonar Imagery Using Pre-Trained Neural Networks and Artificial Data Area of Honors: Mechanical Engineering Keywords: Mechanical EngineeringMachine LearningNeural NetworksAcousticsSonar3D PrintingCADMATLABLabVIEWPythonFast.aiMNIST File: Download Ahmed_Raiid_Categorizing_Synthetic_Aperture_Sonar_Imagery_Using_Pre-Trained_Neural_Networks_and_Artificial_Data.pdf Thesis Supervisors: Daniel C Brown, Jr., Thesis SupervisorBo Cheng, Thesis Honors Advisor
