Index Catalog // Digital WPI

Start Over

Filtering by: Major Data Science Major Mathematical Sciences Collections Major Qualifying Projects

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. Post-Disaster Aid Distribution

Keyword:: prototype application, mathematical optimization, matching model, post-disaster aid, user-centered design, and mental health
Creator:: Anderson, Maxime, Marcotte, Madelyn, Lam, Kaycie, and Dubey, Brock
Advisor:: Aygul, Ozge, Tulu, Bengisu, and Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-14
Resource Type:: Major Qualifying Project

4. FinTech Project B23 - Enhancing Investment Management - Data Science

Keyword:: ChatGPT OpenAI, Data Science, Large Language Model (LLM), Prompt Engineering, Financial Deal Documents, and Azure Data Lake
Creator:: Liao, Maya, Shemesh, Nathan, Amicarella, Dante, and LaRusso, Sarah
Advisor:: Sarnie, Robert, Blais, Marcel Y., Wong, Wilson, and Danke, Manasi
Publisher:: Worcester Polytechnic Institute
Date Created:: 12/13/2023
Resource Type:: Major Qualifying Project

5. Nonlinear Dimension Estimation for Cryptocurrency Data

Keyword:: Cryptocurrency, Dimension Estimation, Intrinsic Dimension, and Neural Network
Creator:: Rajotte, Benjamin, Layne, Harrison, Tavares, Taenler, and Peterson, Cole
Advisor:: Wang, Fangfang and Sturm, Stephan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Major Qualifying Project

6. Feature Recognition from Aerial Images Using Machine Learning

Keyword:: 3D Engine Modeling, Data Science, Computer Vision, Neural Network, Computer Science, and Machine Learning
Creator:: Saduakas, Arman, Pineda, Sebastian, Munroe, Margaret, Roche, Amos, and Firenze, Ryan
Advisor:: Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-24
Resource Type:: Major Qualifying Project

7. Modeling and Analysis of COVID-19 using Mathematical and Data Analytic Methods

Keyword:: Mathematical Sciences, Coronavirus, Data Science, COVID-19, Epidemiology, and Differential Equations
Creator:: Zhang, Xizhao, Lee, Alvin, Strow, Tom, Berbeco, Samuel, and Ost, Larson
Advisor:: Lui, Roger Y and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-21
Resource Type:: Major Qualifying Project

8. Modeling Covid-19 in Massachusetts, Texas and Iowa

Keyword:: CoViD-19, Mask Mandates, Mathematical Model, and Basic Reproduction Number
Creator:: Allen, Justin S., Clopper, Alexander J., and Salido, Javier
Advisor:: Lui, Roger Y
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-19
Resource Type:: Major Qualifying Project