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Filtering by: Advisor Sturm, Stephan Collections Major Qualifying Projects

1. An Examination of Share Buyback Program Execution

Keyword:: Buyback, Machine Learning, Repurchase, Corporate Finance, LSTM, and RNN
Creator:: Chiocchio, Robert
Advisor:: Sturm, Stephan, Hansen, Peter H., Blais, Marcel Y., and Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-21
Resource Type:: Major Qualifying Project

2. 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

3. Deep Learning for Reflected Backwards Stochastic Differential Equations

Keyword:: Mathematical Finance, Stochastic Differential Equation, and Deep Learning
Creator:: Miller, Frederick
Advisor:: Sturm, Stephan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-23
Resource Type:: Major Qualifying Project

4. Using Intermarket Data to Evaluate the Efficient Market Hypothesis with Machine Learning

Keyword:: intermarket analysis, technical analysis, efficient market hypothesis, machine learning, and financial forecasting
Creator:: Diamond, N'yoma and Perkins, Grant
Advisor:: Sturm, Stephan, Liu, Xiaozhong, and Blais, Marcel Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-10-25
Resource Type:: Major Qualifying Project

5. Impact of Intermarket Data on Stock Market Prediction

Keyword:: financial forecasting, Forex, intermarket analysis, bonds, futures, and machine learning
Creator:: Wright, Jillian and Cosma, Brad
Advisor:: Sturm, Stephan, Blais, Marcel Y., and Liu, Xiaozhong
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-10-25
Resource Type:: Major Qualifying Project

6. Portfolio Optimization Using Reinforcement Learning

Keyword:: Q-Learning, Reinforcment Learning, Complexity Analysis, DDQN, and Stock Model
Creator:: Owuor, Hezi, Davis, Jason, and Schwarzrock, Erich
Advisor:: Sturm, Stephan, Paffenroth, Randy Clinton, and Blais, Marcel Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-24
Resource Type:: Major Qualifying Project

7. Urban Farming Mech. Eng. and History Teaching Project

Keyword:: History, Sprinkler, World Farmers, Farm, Education, and Irrigation
Creator:: Siu, Mathew E.
Advisor:: Sturm, Stephan, Mallick, Rajib B., Rudolph, Jennifer, and Sabuncu, Ahmet Can
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-30
Resource Type:: Major Qualifying Project

8. Urban Farming Project

Keyword:: world farmers, sprinkler, farm, and irrigation
Creator:: Sprague, Jax R., Koethe, Douglas C., Cicione, Brendan M., Kirsh, Joseph A., and Sanchez, Jasmin A.
Advisor:: Sturm, Stephan, Mallick, Rajib B., Rudolph, Jennifer, and Sabuncu, Ahmet Can
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-05
Resource Type:: Major Qualifying Project

9. Urban Farming Project

Creator:: Fankhanel, Nathan and Brennan, Sophia R.
Advisor:: Sturm, Stephan, Mallick, Rajib B., Sabuncu, Ahmet Can, and Rudolph, Jennifer
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-13
Resource Type:: Major Qualifying Project

10. Supplier Onboarding and Vendor Digital Identity for State Street Corporation Global Services’ Procurement Operations

Creator:: Lao, Lisandra
Advisor:: Sturm, Stephan, Ciaraldi, Michael J., Blais, Marcel Y., and Sweeney, Kevin M.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-03-22
Resource Type:: Major Qualifying Project