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Filtering by: Keyword Machine Learning Remove constraint Keyword: Machine Learning Subject Innovation Remove constraint Subject: Innovation

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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
The Implications of AI in the Workforce

Keyword:

Workforce, Workcred, Artificial Intelligence, ANSI, Standards, and Machine Learning

Creator:

Andre, Noor, Harris, Camden, Jain, Pranav, and Boutayeb, Reda

Advisor:

Mathews, Lauren M. and Hall-Phillips, Adrienne

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-12-14

Resource Type:

Interactive Qualifying Project
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
Distribution-Driven Augmentation of Real-World Datasets for Improved Cancer Diagnostics With Machine Learning

Keyword:

Breast Cancer Analysis, Distribution-Driven Augmentation, Null Filling, Class Balancing, Machine Learning, and Data Curation

Creator:

Price, Stephen

Advisor:

Neamtu, Rodica

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-17

Resource Type:

Major Qualifying Project
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
Developing Next Generation Earable for Health Care

Keyword:

Maintenance, Signal Processing, Machine Learning, Health care, Audio, and Object Recognition

Creator:

Rothstein, Michael and Liu, Zhuolin

Advisor:

Islam, Bashima

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-24

Resource Type:

Major Qualifying Project
Development of Predictive and Prescriptive Analytical Models Using Customer, Revenue, and Usage Data

Keyword:

Random Forests, Decision Trees, Customer Lifetime Value, Predictive Analytics, Churn Prediction, and Machine Learning

Creator:

Wu, Shiyu, Bazakas-Chamberlain, William, O'Connor, Michael, and Kihu, Abigael

Advisor:

Sarnie, Robert, Blais, Marcel Y., Wong, Wilson, and Pins, George D

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-14

Resource Type:

Major Qualifying Project
Simulations and ML for parachute guidance

Keyword:

Python, Simulator, Neural Networks, Machine Learning, Vision-Based Navigation, and Digital Image Processing

Creator:

Malabanti, Grace, Spitaels, Juliette, and Scheufele, Joseph

Advisor:

Paffenroth, Randy Clinton and Mangoubi, Oren Rami

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Major Qualifying Project
Creating Model Retraining and Logging Infrastructure to Grow QUICK-Comments – A Tool To Suggest Scores and Feedback for Open-Ended Questions in ASSISTments

Keyword:

Model Training, Education, Machine Learning, and Logging

Creator:

Goto, Kendall

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-28

Resource Type:

Interactive Qualifying Project
Stock Market Simulation

Keyword:

Convolutional Neural Network, Machine Learning, Deep Learning, Technical Analysis, Recurrent Neural Network, and Fundamental Analysis

Creator:

Rathi, Ishan, Anand, Rohan, and Roskind, Brianna

Advisor:

Tang, Dalin

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-04

Resource Type:

Interactive Qualifying Project

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Major Qualifying Projects17
Interactive Qualifying Projects5

Year

Year range begin – Year range end

Current results range from 2020 to 2024

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Creator

Abeyta, Jesse B.1
Anand, Rohan1
Andre, Noor1
Astor, Ryan1
Bazakas-Chamberlain, William1
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Advisor

Ault, Holly Keyes1
Blais, Marcel Y.2
Brisson, Ulrike1
Brown, Donald R.1
Currier, Blake Hoag1
more Advisors »

Project Center

Washington, DC Project Center - IQP2
Zurich, Switzerland Project Center - IQP1

Major

Actuarial Mathematics1
Architectural Engineering1
Computer Science14
Data Science4
Electrical & Computer Engineering1
more Majors »

Publisher

Worcester Polytechnic Institute22

Subject

Community1
Computing21
Health5
Inclusion2
Industry10
more Subjects »

UN SDG

3 - Good Health and Well-being3
4 - Quality Education3
8 - Decent Work and Economic Growth2
9 - Industry, Innovation and Infrastructure8
10 - Reducing Inequality2
Not Specified3

Resource type

Major Qualifying Project17
Interactive Qualifying Project5

License

https://creativecommons.org/licenses/by-nc/4.0/1

Award

Provost's MQP Award1

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