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Filtering by: Major Data Science Publisher Worcester Polytechnic Institute Subject Computing

1. Machine Learning, Image Processing, and Transfer Learning for Handwritten Spreadsheet Digitization

Keyword:: Transfer Learning, Machine Learning, Optical Character Recognition, and Image Processing
Creator:: Norton, Cameron, Langevin, Christopher, Hall, Liam, Patel, Harsh, Haley, Matthew, and Trilling, Elliot
Advisor:: Paffenroth, Randy Clinton and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-17
Resource Type:: Major Qualifying Project

2. Predicting Students' Mental Health Using Fitbit Data

Keyword:: Mental Health, Depression, Anixety, Environmental Survey, and Fitbit
Creator:: Pins, Noah, Lusignan, Kyle, Escott, Allison, and Raisbeck, Olivia
Advisor:: Liu, Shichao, Mangoubi, Oren Rami, and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Major Qualifying Project

3. Predictors of Medically Significant Responses to Mindfulness for Chronic Pain

Keyword:: Machine Learning, Chronic Pain, and Mindfulness
Creator:: Palayoor, Adina
Advisor:: Nephew, Benjamin and Ruiz, Carolina
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Major Qualifying Project

4. CS: MQP: Harrison: Data Visualization Literacy (and/or DS)

Keyword:: Data Visualization Learning, App Development, and VLAT
Creator:: McAlarney, Matthew, Foley, Luke, Dobbelaar, Joseph, and Germain, Ryker
Advisor:: Harrison, Lane T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Major Qualifying Project

5. How the Human Brain Makes Sense of Natural Scenes

Keyword:: Regression, Grad-CAM, fMRI, Neuroscience, and Computer Vision
Creator:: Mani, Shivali, Morales, Jose, and McNicholas, Alison
Advisor:: Zhang, Ziming
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-26
Resource Type:: Major Qualifying Project

6. DS/CS MQP 2023 ~ 2024: A Data-driven Analytical Approach for Improving Endurance Runners’ Performance

Creator:: Rudometkin, Ethan and Perham, Mason
Advisor:: Ngan, Chun-Kit
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-29
Resource Type:: Major Qualifying Project

7. DS MQP 2023 - 2024: Developing a Database for Competitor Data Analysis

Keyword:: Machining Industry, Database, Tableau, Data, Association Analysis, and SQL
Creator:: Thu, Daniel and Haddigan, Kendall
Advisor:: Ngan, Chun-Kit and Emdad, Fatemeh
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-05-01
Resource Type:: Major Qualifying Project

8. Design of AI-enabled Chatbot

Keyword:: Chatbot and AI
Creator:: He, QiHan, Payne, Quincy, Mettler, Colin, Nair, Hrishikesh, Perez, Federico, Morel Mendez, Guillermo, Salamea-Lopez, Rolando, and Xiao, Xiao
Advisor:: Tang, Bo and Cheng, Lin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-30
Resource Type:: Major Qualifying Project

9. EcoTarium Explorer: Increasing Accessibility at the Worcester EcoTarium

Keyword:: Software Engineering, User Experience, React Native, Low Vision Accessible, JavaScript, and Mobile App
Creator:: McGinley, Owen, Phillips, Dylan, Vuong, Brandon, Olmsted, Dylan, and Fox, Joseph
Advisor:: Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-01
Resource Type:: Major Qualifying Project

10. Designing an Interactive Interface for FACET: Personalized Explanations in XAI

Keyword:: XAI
Creator:: Dion, Katharine, Pietrick, Alexander, Reiss, Jacob, Huang, Randy, and Genin, Belisha
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-21
Resource Type:: Major Qualifying Project