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Convergent Learning for Class Imbalance: A Unified Approach to Long-Tail Recognition in Image Classification
Keyword:
Long Tail
,
Class Imbalance
,
Converged Learning
,
Image Classification
, and
LTR
Creator:
Soliman Hanna, Bishoy
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-06
Resource Type:
Major Qualifying Project
Computational and Data Science Tools for Sleep Health 2023-2024 Group 2
Keyword:
Application
,
React
,
Evaluation
,
Sleep
,
Redesign
, and
Wellness
Creator:
Pryor, Mackenzie
,
Adedeji, Sultan
,
Cordoba Escobar, Camilo
,
Sicard, Lucas
, and
Lee, Seungho
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-25
Resource Type:
Major Qualifying Project
EcoTarium Explorer: Increasing Accessibility at the Worcester EcoTarium
Keyword:
Software Engineering
,
User Experience
,
React Native
,
Low Vision Accessible
,
JavaScript
, and
Mobile App
Creator:
McGinley, Owen
,
Phillips, Dylan
,
Vuong, Brandon
,
Olmsted, Dylan
, and
Fox, Joseph
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-01
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
Equitable Employment Solutions: Enhancing Skills Matching for Marginalized Groups
Keyword:
Marginalized Groups
,
Soft Skills
,
Questionnaire
, and
Job Matching
Creator:
Willoughby, Nolan
,
Erwin, Ben
,
Daraskevich, Sasha
, and
Milch, Mikaela
Advisor:
Reichman, Daniel
,
Vasconcellos, Marcela
, and
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-18
Resource Type:
Major Qualifying Project
Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook
Keyword:
DraftKings
,
Data Science
,
Parlay
,
Machine Learning
,
User Engagement
, and
Sports Betting
Creator:
Radcliffe, Owen
,
Bhagavathula, Nagavagmi
,
Schuman, Eric
,
Albuquerque, Abigail
, and
Lavoie, Kristin
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Extending Course Planner for Broader Academic Coverage
Keyword:
Scheduling
,
Mathematical Optimization
,
Course Selection
,
Student Trajectories
, and
Linear Programming
Creator:
Kimball, Jennifer
and
Suyer, Matthew
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Designing an Interactive Interface for FACET: Personalized Explanations in XAI
Keyword:
XAI
Creator:
Dion, Katharine
,
Pietrick, Alexander
,
Reiss, Jacob
,
Huang, Randy
, and
Genin, Belisha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Computational & Data Science Tools for Environmental Science: Butterflies 2023-2024 Group 1
Keyword:
Pollinator Decline
,
Bio-CS Bridge
,
Butterfly Observation
,
User Interface Design
,
Beecology
, and
Bee Observation
Creator:
Dufault, William
,
Fyock, Colin
,
Frisch, Steven
, and
Faria, Mattheus
Advisor:
Ryder, Elizabeth F.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Computational & Data Science Tools for Environmental Science: Butterflies 2023-2024 Group 2
Keyword:
Data Visualization
,
Pollinators
,
Butterfly Observation
,
Beecology
,
Data Analysis
, and
Plant-Pollinator Interactions
Creator:
Yan, Aria
,
Sin, Megan
,
Hu, Joanna
, and
Nordemann, Bernhard
Advisor:
Ryder, Elizabeth F.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Deep Learning Analysis on Neuroimaging Data to Distinguish Anxiety and Depression Diagnoses in Adolescents
Creator:
Kongsomjit, Pitipat
and
Deckers, Olivia
Advisor:
Nephew, Benjamin
,
Korkin, Dmitry
, and
Rodriguez, Angela C Incollingo
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-22
Resource Type:
Major Qualifying Project
Computational and Data Science Tools for Sleep Health 2023-2024 Group 2
Keyword:
Application
,
React
,
Wellness
,
Sleep
,
Redesign
, and
Evaluation
Creator:
Moy, Justine
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-03
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
Exploring the Forward-Forward Algorithm
Keyword:
Layer-wise Learning
,
Forward-Forward Algorithm
,
Neural Network Training
,
Goodness Score Maximization
,
MNIST Dataset Classification
, and
Gradient Descent Alternatives
Creator:
Leonard, Jared
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Major Qualifying Project
FinTech Project B23 - Fidelity - Customer Data Exploration and Analysis with a Geo-Spatial Focus
Keyword:
Power BI
,
Dashboard
,
Streamlit-Folium
,
Asset Mapping
,
Customer Analytics
, and
Geo-Spatial
Creator:
Phan, Sandra
,
Lafond, Jack
, and
Jerusal, Janette
Advisor:
Sarnie, Robert
,
Blais, Marcel Y.
,
Danke, Manasi
, and
Ryan, Jim
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-01-11
Resource Type:
Major Qualifying Project
CS: MQP: DS: MQP: AI vs. Human: Identify AI-generated text against human-written text
Keyword:
Artificial Intelligence
,
ChatGPT
, and
Machine Learning
Creator:
Capobianco, Marc
,
Shah-Nathwani, Krish
,
Luong, Duong
,
Reynolds, Matthew
, and
Phelan, Charles
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-09
Resource Type:
Major Qualifying Project
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Creator:
Kwan, Timothy
and
Lapsley, Anne
Advisor:
Mangoubi, Oren Rami
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
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
MQP CS/DS TS2 Analyze data from wearable devices (like FitBits)
Keyword:
Detection
,
Deep Neural Networks
,
Pathogen
,
Exposure
, and
Interpretability
Creator:
Richards, Maceo
Advisor:
Liu, Xiaozhong
and
Smith, Therese Mary
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-24
Resource Type:
Major Qualifying Project
Understanding and Optimizing Mistake Messages in Mathematics
Keyword:
next problem correctness
,
math anxiety
,
emotional response
,
ASSISTments
,
mistake messages
, and
randomized controlled trial
Creator:
Lin, Shannen
,
Pradhan, Siddhartha
, and
Sandoval-Williams, Chayanne
Advisor:
Heffernan, Neil
and
Shaw, Stacy
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Major Qualifying Project
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47
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Adedeji, Sultan
1
Albuquerque, Abigail
1
Allen, Justin S.
1
Amicarella, Dante
1
Anderson, Maxime
1
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Aygul, Ozge
1
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5
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3
Ching, Kenny
3
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2
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Project Center
Switzerland Project Center - MQP
1
Major
Actuarial Mathematics
1
Bioinformatics & Computational Biology
1
Business
2
Business Analytics
1
Chemical Engineering
1
more
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Publisher
Worcester Polytechnic Institute
47
Subject
Community
5
Computing
16
Culture
1
Energy
3
Environment
3
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UN SDG
3 - Good Health and Well-being
9
4 - Quality Education
3
7 - Affordable and Clean Energy
1
8 - Decent Work and Economic Growth
1
9 - Industry, Innovation and Infrastructure
5
10 - Reducing Inequality
2
11 - Sustainable Cities and Communities
1
12 - Responsible Consumption and Production
3
13 - Climate Action
2
17 - Partnerships for the Goals
1
Not Specified
8
Resource type
Major Qualifying Project
47
License
https://creativecommons.org/licenses/by-nc/4.0/
1
Award
Provost's MQP Award
1