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Machine Learning for Mental Health Screening
Keyword:
Mental Health
and
Machine Learning
Creator:
Hernandez-Reisch, Miranda
,
Caouette, Hunter C.
,
Bruneau, Connor D.
,
Kayastha, Rimsha
, and
Melican, Veronica R.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-05
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
Analyzing Board Health with Machine Learning
Keyword:
Predictive Maintenance
,
Outlier Detection
,
Artificial Intelligence
,
Machine Learning
,
Time Series Analysis
, and
Statistical Analysis
Creator:
Lovering, Joshua
,
Oshiro-Leavitt, Clay N.
,
Tang, Bryson M.
, and
Frith, Suverino L.
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-24
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
Multiflow Optimization
Keyword:
networks
,
flows
,
graph theory
,
unrestricted flows
,
multiflows
, and
obstructed network problem
Creator:
Finley, Matthew
Advisor:
Servatius, Brigitte
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-28
Resource Type:
Major Qualifying Project
Predictive Models For NBA Sports Gambling
Keyword:
NBA
,
Data Science
,
Computer Science
, and
Machine Learning
Creator:
Shanaj, Andrew
,
Rago, Philip
, and
Hatton, Evan
Advisor:
Wills, Craig E.
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Major Qualifying Project
Improving Director Preferences and Creating a User Interface for the Global Opportunities Allocation Tool
Keyword:
Preferences
,
Optimization
,
IQP Placement
,
Director Survey
,
Python
, and
User Interface
Creator:
Sincaglia, Kate
,
Jackson, Olajumoke
,
Thomas, Marissa
, and
Whipkey, Nicole
Advisor:
Trapp, Andrew C
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-24
Resource Type:
Major Qualifying Project
CS/DS:MQP:Building a Customizable GAN Package Tool in Python
Keyword:
Package
,
Python
,
Machine Learning
,
GAN
,
Simplify
, and
Development
Creator:
Costello, Kyle
,
Astor, Ryan
, and
Lewis, Alek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-23
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
DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data
Creator:
Garfinkel, Lillian
,
Halley, Madeline
,
O'neill, Mairead
, and
Phillips, Brian
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Keyword:
Casual Analysis
,
Managerial Foresight
, and
Sports Analytics
Creator:
Bissonette, Jacob
and
Francis, Christopher
Advisor:
Ching, Kenny
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-29
Resource Type:
Major Qualifying Project
Studying Managerial Foresight in Sports Analytics
Keyword:
Managerial Foresight
,
Causal Analysis
, and
Sports Analytics
Creator:
Bissonette, Jacob
Advisor:
Paffenroth, Randy Clinton
and
Ching, Kenny
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Major Qualifying Project
DraftKings Baseball Data Analytics
Keyword:
Data Analytics
,
Baseball
,
DraftKings
,
Machine Learning
, and
Live Propositional Bets
Creator:
Pandit, Kaustubh Vivek
,
Yan, River
, and
Ardhaldjian, Ardavasd
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Worcester IS Fab Lab MQP Blockchain and Machine Learning Report
Keyword:
Filecoin
,
machine learning
,
IPFS
,
fintech
,
pavement predictions
, and
blockchain smart contract
Creator:
Morreale, Cameron
,
Debare, Joshua
,
Shang, Qingbei
,
Konadu, Mabel
, and
Moody, Kelsey
Advisor:
Blais, Marcel Y.
,
Zhang, Haichong
,
Wong, Wilson
, and
Sarnie, Robert
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Major Qualifying Project
Analyzing Housing Market Trends with Data and External Factors
Keyword:
Databricks
,
Seasonal-Trend Decomposition with LOESS (STL)
,
Power BI
,
ARIMA
,
Real Estate
, and
Fintech
Creator:
Proko, Aleksander
,
Zhu, Yueting
,
Bolduc, Alex
, and
Brunelle, Reagan
Advisor:
Blais, Marcel Y.
,
Sarnie, Robert
,
Elmes, Michael B.
, and
Wong, Wilson
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-14
Resource Type:
Major Qualifying Project
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
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
Clinical Trial Prediction via Natural Language Processing and Graph Mining
Keyword:
prediction
,
clinical trial
,
healthcare
, and
data
Creator:
Rambacher, Calvin
Advisor:
Liu, Xiaozhong
and
Murai, Fabricio
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-22
Resource Type:
Major Qualifying Project
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Keyword:
twitter
,
social media
,
usda
, and
food poisoning
Creator:
Rathke, Liam
,
Laber, Jasmine
, and
Hartmann, Katy
Advisor:
Rundensteiner, Elke A.
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-23
Resource Type:
Major Qualifying Project
Audio Journal – Empowering Visually Impaired People to Access Exhibits at the Worcester Museum of Art
Keyword:
Worcester Art Museum (WAM)
,
Mobile Application
,
Mobile Development
,
Accessibility
,
Visually Impaired Persons (VIPs)
, and
React Native
Creator:
Rabinovitz, Daniel
,
Perez, Vrandol
, and
Carey, Zane
Advisor:
Harrison, Lane T.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-24
Resource Type:
Major Qualifying Project
Data-Driven Computational Approaches in Pain Medicine
Keyword:
Predictive Modeling
,
Machine Learning
,
Chronic Pain
,
Acupuncture
, and
Data Science
Creator:
Gora, Smera
,
Burns, Aidan
, and
Flanagan, Lauren
Advisor:
Nephew, Benjamin
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-03
Resource Type:
Major Qualifying Project
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Adedeji, Sultan
1
Albuquerque, Abigail
1
Allen, Justin S.
1
Amicarella, Dante
1
Anderson, Maxime
1
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Creators
»
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Aygul, Ozge
1
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5
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3
Ching, Kenny
3
Danke, Manasi
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
Majors
»
Publisher
Worcester Polytechnic Institute
47
Subject
Community
5
Computing
16
Culture
1
Energy
3
Environment
3
more
Subjects
»
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