1. FEATURE SELECTION AND CLASSIFICATION TO AUTOMATICALLY DETECT KNEE OSTEOARTHRITIS USING MRI Open Access Author: Keffalas, Matthew George Title: FEATURE SELECTION AND CLASSIFICATION TO AUTOMATICALLY DETECT KNEE OSTEOARTHRITIS USING MRI Area of Honors: Electrical Engineering Keywords: support vector machinefeature selectionosteoarthritismachine learningMRI File: Download thesis_final.pdf Thesis Supervisors: David Miller, Thesis SupervisorDavid Jonathan Miller, Thesis SupervisorKenneth Urish, Thesis SupervisorJeffrey Louis Schiano, Thesis Honors Advisor
2. Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Open Access Author: Murphy, William P Title: Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Area of Honors: Information Sciences and Technology Keywords: machine learningsentiment analysisdata miningsocial mediatwittersupervised learning File: Download shc_thesis.pdf Thesis Supervisors: John Yen, Thesis SupervisorLisa Firing Lenze, Thesis Honors Advisor
3. 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
4. Using Student Characteristics for Machine Learning Modeling in Higher Education Alumni Giving Open Access Author: Mirabile, Dominic Title: Using Student Characteristics for Machine Learning Modeling in Higher Education Alumni Giving Area of Honors: Information Sciences and Technology Keywords: machine learningalgorithmshigher educationfundraisingartificial intelligence File: Download Thesis_Mirabile_Dominic.pdf Thesis Supervisors: Vasant Gajanan Honavar, Thesis SupervisorAndrea H Tapia, Thesis Honors AdvisorAndrea H Tapia, Faculty Reader
5. 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
6. 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
7. APPLICATIONS OF MACHINE LEARNING Open Access Author: Chen, Edward Jing Title: APPLICATIONS OF MACHINE LEARNING Area of Honors: Statistics Keywords: machine learningkaggledata sciencedata analytics File: Download Chen_Edward_Thesis.pdf Thesis Supervisors: Ethan Fang, Thesis SupervisorMurali Haran, Thesis Honors Advisor
8. HOW THE SYMBIOSIS OF ARTIFICIAL INTELLIGENCE AND JOURNALISM WILL SHAPE THE FUTURE OF NEWS MEDIA Open Access Author: Berti, Ryan P Title: HOW THE SYMBIOSIS OF ARTIFICIAL INTELLIGENCE AND JOURNALISM WILL SHAPE THE FUTURE OF NEWS MEDIA Area of Honors: Journalism Keywords: artificial intelligencejournalismmachine learningaugmentationautomationrobot journalismfack-checkingpersonalizationautomated content File: Download Thesis_AI_Journalism_Ryan_Berti_1.mp4Download USEBerti_thesis_2.pdfDownload USEThesis_AI_Journalism_Ryan_Berti.mp4 Thesis Supervisors: Curtis William Chandler, Thesis SupervisorRussell Frank, Thesis Honors Advisor
9. 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
10. 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