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Machine Learning
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Radar and AI-based Soil Moisture Monitoring for Efficient Farm Irrigation
Keyword:
Radar
,
SFCW Radar
,
Soil Moisture Estimation
,
Machine Learning
, and
Drone
Creator:
Khan, Ruba
and
Cheung, Allen
Advisor:
Mangoubi, Oren Rami
,
Zekavat, Seyed A.
, and
Petkie, Douglas Todd
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-05-24
Resource Type:
Major Qualifying Project
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
Dynamical Systems Approaches for Deep Learning
Keyword:
Dynamical Systems
,
Deep Learning
,
Machine Learning
, and
Machine Learning Theory
Creator:
Kale, Neil
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-22
Resource Type:
Major Qualifying Project
Enhancing the Robustness of Deep Neural Networks
Keyword:
Machine Learning
,
Adversarial Defense
,
Neural Networks
, and
Adversarial Attack
Creator:
Campbell, Alasdair
and
Lasselle, Jared
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Major Qualifying Project
Learning and Education of Machine Learning for Undergraduate Robotics
Keyword:
Robotics
,
Machine Learning
, and
Project-Based Learning
Creator:
Pyorre, Tuomas
,
McKeen, Andrew
, and
Andrews, Molly
Advisor:
Ahrens, Matthew
,
Leahy, Kevin
, and
Lewin, Greg
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-24
Resource Type:
Major Qualifying Project
Deep Learning Model for Automating ECG Data Editing for Wearables
Keyword:
Machine Learning
,
Deep Learning
,
Data Editing
,
ECG Correction
, and
IBI
Creator:
Burdulis, Vincenza
,
Sardak, Daniel
, and
Nguyen, Jacob
Advisor:
Islam, Bashima
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Major Qualifying Project
Machine Learning Analysis of Neuroimaging (MRI) Data to Distinguish Patients with Focal Cortical Dysplasia Type II
Keyword:
Deep Learning
,
MRI
,
Machine Learning
, and
Python
Creator:
Golden, Jonathan
and
Kandasamy, Vivek
Advisor:
Korkin, Dmitry
,
Rodriguez, Angela C Incollingo
, and
Nephew, Benjamin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Major Qualifying Project
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
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
Assisting Learning Through Student Mastery Metrics
Keyword:
Education
,
SQL
,
Reinforced Learning
,
Machine Learning
,
ASSISTments
, and
Knowledge Tracing
Creator:
Goodman, Noah
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-01
Resource Type:
Major Qualifying Project
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Major Qualifying Projects
43
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2024
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Creator
Abeyta, Jesse B.
1
Albuquerque, Abigail
1
Altheimer, Suzanne
1
Alvarado Blanco Uribe, Isabel
1
Anand, Rohan
1
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Advisor
Agu, Emmanuel O.
1
Ahrens, Matthew
1
Blais, Marcel Y.
3
Brown, Donald R.
3
Danke, Manasi
1
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Project Center
MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP
1
Switzerland Project Center - MQP
1
Major
Actuarial Mathematics
2
Bioinformatics & Computational Biology
1
Computer Science
[remove]
43
Data Science
11
Electrical & Computer Engineering
2
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Publisher
Worcester Polytechnic Institute
43
Subject
Computing
21
Health
7
Inclusion
1
Industry
5
Infrastructure
1
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UN SDG
3 - Good Health and Well-being
4
4 - Quality Education
3
6 - Clean Water and Sanitation
1
9 - Industry, Innovation and Infrastructure
4
10 - Reducing Inequality
1
Not Specified
7
Resource type
Major Qualifying Project
43
License
https://creativecommons.org/licenses/by/4.0/
3
Award
Provost's MQP Award
1