21. Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Open Access Author: Muralidhar, Shivran Title: Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition Area of Honors: Computer Engineering Keywords: deep learningmachine learningvideo recognitioncomputer vision File: Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Morgan Sampson, Faculty Reader
22. A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting Open Access Author: Gluck, Jared Paul Title: A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting Area of Honors: Computer Science Keywords: aiai for social gooddeep learningmachine learninglocusts File: Download Gluck_Jared_thesis.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorJesse Louis Barlow, Thesis Honors Advisor
23. using physics-informed generative adversarial networks to enhance multiphase fluid flow simulation Open Access Author: Li, Matthew Title: using physics-informed generative adversarial networks to enhance multiphase fluid flow simulation Area of Honors: Computer Science Keywords: machine learningdeep learningcomputational fluid dynamicscfdnovel methodphysics-informed neural network File: Download thesis_matthew_li.pdf Thesis Supervisors: Chris Mc Comb, Thesis SupervisorJesse Louis Barlow, Thesis Honors Advisor
24. A Hybrid Model of Convolutional Neural Network and Gradient Boosting Open Access Author: Huang, Ruijie Title: A Hybrid Model of Convolutional Neural Network and Gradient Boosting Area of Honors: Statistics Keywords: Image classificationmachine learningconvolutional neural networkgradient boostdata analysis File: Download HonorThesis_RuijieHuang_FinalVersion.pdf Thesis Supervisors: Prabhani Kuruppumullage Don, Thesis SupervisorEthan Xingyuan Fang, Thesis Honors Advisor
25. Exploring Effectiveness of HIDS for Machine-Learning Data Defense Open Access Author: Vommi, Himani Title: Exploring Effectiveness of HIDS for Machine-Learning Data Defense Area of Honors: Information Sciences and Technology Keywords: cybersecuritymachine learningSIEMAPTadvanced persistent threatssecurity validationSplunkHIDSintrusion detection systemdetection evasionMITRE File: Download Exploring_Effectiveness_of_HIDS_for_Machine-Learning_Data_Defense_FINAL.pdf Thesis Supervisors: John Andrew Landmesser, Thesis SupervisorAngela Lynn Putman, Thesis Honors Advisor
26. The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Open Access Author: Strait, Jessica Title: The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Area of Honors: Data Sciences Keywords: data sciencemenstrual healthmenstruationperiod stigmamenstrual hygienemachine learningpredictive analyticsmenstrual cupsstatistics File: Download J._Strait_Thesis_Final_4-13.pdf Thesis Supervisors: Arpan Shailesh Yagnik, Thesis SupervisorJohn Yen, Thesis Honors Advisor
27. Parameterization, simulation and analysis of electrode-level physics-based battery model Open Access Author: Wojnar, Sara Title: Parameterization, simulation and analysis of electrode-level physics-based battery model Area of Honors: Mechanical Engineering Keywords: Li-ionelectrode-levelbattery modelmachine learningaging prediction File: Download Sara_Wojnar_Thesis___final.pdf Thesis Supervisors: Satadru Dey, Thesis SupervisorDaniel Humberto Cortes Correales, Thesis Honors Advisor
28. Robust Image Classification based on Pixel Importance Open Access Author: Chun, Chaewan Title: Robust Image Classification based on Pixel Importance Area of Honors: Computer Science Keywords: adversarial attackimage analysismachine learningCNNheatmap-based blurringrobustness File: Download Schreyer_Honors_Thesis_Chun.pdf Thesis Supervisors: Jia Li, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
29. Modeling and Simulation of Renewable Energy Sources Using Machine Learning Techniques Open Access Author: Borochok, Anastasia Title: Modeling and Simulation of Renewable Energy Sources Using Machine Learning Techniques Area of Honors: Electrical Engineering Keywords: photovoltaicmachine learningnext generation reservoir computingrenewable energyartificial intelligenceenergyreservoir computingalgorithmspythoncoding File: Download Borochok_Anastasia_Thesis_Final.pdf Thesis Supervisors: Yan Li, Thesis SupervisorJulio Urbina, Thesis Honors Advisor
30. FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Open Access Author: Yu, Normen Title: FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Area of Honors: Computer Science Keywords: machine learningfairness in AIhuman machine interface File: Download Thesis-final.pdf Thesis Supervisors: G. Gary Tan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
