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Mangoubi, Oren Rami
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Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Keyword:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creator:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
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
CS: MQP: DS: MQP: Kyumin Lee: Developing a Wildlife Crime Media Aggregator
Keyword:
Machine Learning
,
Web Scraping
,
Natural Language Processing
,
Data Visualization
, and
Wildlife Crime
Creator:
Geary, Michael
,
Andrade, Julie
, and
Huynh, Bao
Advisor:
Konrad, Renata
,
Lee, Kyumin
, and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-23
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
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
Predicting MXene Properties via Machine Learning
Keyword:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Creator:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Contact Tracing for the COVID-19 Pandemic
Keyword:
Contact tracing
,
Application
,
COVID-19
, and
Security
Creator:
Freglette, Alexa
Advisor:
Walls, Robert Joseph
,
Lewis, Kevin
,
Mangoubi, Oren Rami
, and
Schaumont, Patrick R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
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
Bubbles: Digital Contact Tracing Testbed for the COVID-19 Pandemic
Keyword:
application
,
contact tracing
,
mobile
,
covid-19
,
ios
, and
adroid
Creator:
Caira, Alexis
and
Labbe, Eva
Advisor:
Lewis, Kevin
,
Walls, Robert Joseph
,
Schaumont, Patrick R.
, and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
Keyword:
Constraint-Aware
,
Meta-Learning
,
Traffic
,
Cellular Automata
, and
MAML
Creator:
Filardi, Vincent
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-06
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
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