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Filtering by: Major Computer Science Major Mathematical Sciences Collections Major Qualifying Projects Publisher Worcester Polytechnic Institute

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. BranchBot: Autonomous Quadcopter for Branch Attachment

Keyword:: Cable-driven Mechanism, Bio-inspired, Machine Learning, and Passive Actuation
Creator:: Altheimer, Suzanne, Dean, Cooper, Kerekon, Andrew, and Boyle, Keelan
Advisor:: Rosendo, Andre, Mangoubi, Oren Rami, Krueger, Robert, and Korkin, Dmitry
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Major Qualifying Project

4. Mining graph patterns in software development from code repositories

Keyword:: Code Complexity, Networks, Machine Learning, GitHub Repositories, API, and Graph Mining
Creator:: Vaz Falcao, Ethan, MacDonald, Alexander, Fateemah, Nur, and Simmons, Jakob
Advisor:: Zou, Frank and Murai, Fabricio
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-01
Resource Type:: Major Qualifying Project

5. MIRA: A Tool for Monitoring Internet Routing Anomalies

Keyword:: Content Delivery Network (CDN), Internet, Networks, Anomaly Detection, Routing, and Broder Gateway Protocol (BGP)
Creator:: Pern, Jolene and Yakovenko, Taisiia
Advisor:: Claypool, Mark L.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-12-15
Resource Type:: Major Qualifying Project

6. 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

7. FinTech Project B23 - Micronotes - Process Automation & Data Matching

Keyword:: Machine Learning, Geospacial Zip Code Analysis, Data Matching, Azure Databricks, Big Data, and Process Automation
Creator:: Curley, Griffin, Goings, William, and McCormick, Mirandi
Advisor:: Ryan, Jim, Blais, Marcel Y., Sarnie, Robert, Wong, Wilson, and Danke, Manasi
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-12-15
Resource Type:: Major Qualifying Project

8. Bank of America Quartz WorldMap Infrastructure Monitoring

Creator:: Liang, Jun and Xue, Zhaokun
Advisor:: Hofri, Micha
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-01-31
Resource Type:: Major Qualifying Project

9. Sales Training and Swaption Pricing under New Regulatory Environment

Creator:: Wang, Boya
Advisor:: Gerstenfeld, Arthur, Dougherty, Daniel J., and Xie, Weiwei
Publisher:: Worcester Polytechnic Institute
Date Created:: 2010-03-09
Resource Type:: Major Qualifying Project

10. CS: MQP: DS: MQP: Kyumin Lee: Developing a Wildlife Crime Media Aggregator

Keyword:: Machine Learning, Web Scraping, Natural Language Processing, Data Visualization, and Wildlife Crime
Creator:: Geary, Michael, Andrade, Julie, and Huynh, Bao
Advisor:: Konrad, Renata, Lee, Kyumin, and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-23
Resource Type:: Major Qualifying Project