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Filtering by: Major Computer Science Major Data Science Publisher Worcester Polytechnic Institute Subject Innovation

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. 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

4. 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

5. 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

6. Analysis into the use of EMG & AI to unlock a voice for the speech-impaired

Keyword:: Machine Learning, EMG, Human-Computer Interaction, Subvocalization, and Biosensing
Creator:: Savoie, Luke and Van Steyn, Jacob
Advisor:: Yousefi, Ali
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Major Qualifying Project

7. Understanding and Optimizing Mistake Messages in Mathematics

Keyword:: next problem correctness, math anxiety, emotional response, ASSISTments, mistake messages, and randomized controlled trial
Creator:: Lin, Shannen, Pradhan, Siddhartha, and Sandoval-Williams, Chayanne
Advisor:: Heffernan, Neil and Shaw, Stacy
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-26
Resource Type:: Major Qualifying Project

8. Analyzing Housing Market Trends with Data and External Factors

Keyword:: Databricks, Seasonal-Trend Decomposition with LOESS (STL), Power BI, ARIMA, Real Estate, and Fintech
Creator:: Proko, Aleksander, Zhu, Yueting, Bolduc, Alex, and Brunelle, Reagan
Advisor:: Blais, Marcel Y., Sarnie, Robert, Elmes, Michael B., and Wong, Wilson
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-14
Resource Type:: Major Qualifying Project

9. Worcester IS Fab Lab MQP Blockchain and Machine Learning Report

Keyword:: Filecoin, machine learning, IPFS, fintech, pavement predictions, and blockchain smart contract
Creator:: Morreale, Cameron, Debare, Joshua, Shang, Qingbei, Konadu, Mabel, and Moody, Kelsey
Advisor:: Blais, Marcel Y., Zhang, Haichong, Wong, Wilson, and Sarnie, Robert
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-15
Resource Type:: Major Qualifying Project

10. CS/DS:MQP:Building a Customizable GAN Package Tool in Python

Keyword:: Package, Python, Machine Learning, GAN, Simplify, and Development
Creator:: Costello, Kyle, Astor, Ryan, and Lewis, Alek
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-23
Resource Type:: Major Qualifying Project