1. Visual Scan Path Feature Based Image Emotion Analysis Open Access Author: Costa, Michael Jerrick Title: Visual Scan Path Feature Based Image Emotion Analysis Area of Honors: Computer Science Keywords: imagesemotion analysisscan pathmachine learningcomputer vision File: Download Costa_Michael_visualscanpathfeaturesemotions_final.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorDr. John Joseph Hannan, Thesis Honors Advisor
2. Google Trends Predict Stock Volatility Open Access Author: Siergiej, Christopher M Title: Google Trends Predict Stock Volatility Area of Honors: Computer Science Keywords: tradingstatistical modelingdata miningmachine learning File: Download Google_Trends_Predict_Stock_Volatility.pdf Thesis Supervisors: Dr. Jesse Louis Barlow, Thesis SupervisorDr. John Joseph Hannan, Thesis Honors Advisor
3. Extending the Temporal Range of Hierarchical Deep Reinforcement Learning Open Access Author: De La Fuente Duran, Andres Title: Extending the Temporal Range of Hierarchical Deep Reinforcement Learning Area of Honors: Computer Science Keywords: machine learningreinforcement learningdeep neural networkstemporal abstractionhierarchical learningartificial intelligence File: Download honors_thesis__1_.pdf Thesis Supervisors: Vasant Gajanan Honavar, Thesis SupervisorDr. John Joseph Hannan, Thesis Honors Advisor
4. Utilizing Friendship Networks to Predict User Susceptibility to Fake News Open Access Author: Cowell, Robert Henry Title: Utilizing Friendship Networks to Predict User Susceptibility to Fake News Area of Honors: Computer Science Keywords: machine learningfake newssocial mediaTwitteruser susceptibilityschool shootings File: Download RobertCowell_Thesis.pdf Thesis Supervisors: Dongwon Lee, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
5. Using Generative Adversial Networks to Create Training Data from only Textual Descriptions Open Access Author: Cao, Jeffery Xufeng Title: Using Generative Adversial Networks to Create Training Data from only Textual Descriptions Area of Honors: Computer Science Keywords: GANmachine learningCNNtext-to-imageImage Classification File: Download JefferyThesisFinal.pdf Thesis Supervisors: Thomas F La Porta, Thesis SupervisorTing He, Thesis Honors Advisor
6. 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
7. 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
8. 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
9. 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
10. 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