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Filtering by: Major Data Science Remove constraint Major: Data Science Major Mathematical Sciences Remove constraint Major: Mathematical Sciences Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
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
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
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
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
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
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
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

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Major Qualifying Projects8

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Current results range from 2021 to 2024

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Creator

Allen, Justin S.1
Amicarella, Dante1
Anderson, Maxime1
Berbeco, Samuel1
Clopper, Alexander J.1
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Aygul, Ozge1
Blais, Marcel Y.1
Danke, Manasi1
Liu, Shichao1
Lui, Roger Y2
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Major

Actuarial Mathematics1
Chemical Engineering1
Computer Science5
Data Science[remove]8
Mathematical Sciences[remove]8

Publisher

Worcester Polytechnic Institute[remove]8

Subject

Community1
Computing4
Environment1
Health3
Industry2
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UN SDG

3 - Good Health and Well-being3
9 - Industry, Innovation and Infrastructure1
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Major Qualifying Project8

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