Index Catalog // Hyrax

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Filtragem por: Advisor Mangoubi, Oren Rami

1. Radar and AI-based Soil Moisture Monitoring for Efficient Farm Irrigation

Palavra-chave:: Radar, SFCW Radar, Soil Moisture Estimation, Machine Learning, and Drone
O Criador:: Khan, Ruba and Cheung, Allen
Advisor:: Mangoubi, Oren Rami, Zekavat, Seyed A., and Petkie, Douglas Todd
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-05-24
Resource Type:: Major Qualifying Project

2. Stochastic Analysis of Mean-Field Games, Portfolio Optimization and Low-Rank Matrix Approximation

Palavra-chave:: Low-Rank Matrix Approximation, Portfolio Optimization, Mean-Field Games, and Stochastic Analysis
O Criador:: Lai, Peiyao
Advisor:: Mangoubi, Oren Rami
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

3. Machine Learning, Image Processing, and Transfer Learning for Handwritten Spreadsheet Digitization

Palavra-chave:: Transfer Learning, Machine Learning, Optical Character Recognition, and Image Processing
O Criador:: Norton, Cameron, Langevin, Christopher, Hall, Liam, Patel, Harsh, Haley, Matthew, and Trilling, Elliot
Advisor:: Paffenroth, Randy Clinton and Mangoubi, Oren Rami
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-17
Resource Type:: Major Qualifying Project

4. Predicting Students' Mental Health Using Fitbit Data

Palavra-chave:: Mental Health, Depression, Anixety, Environmental Survey, and Fitbit
O Criador:: Pins, Noah, Lusignan, Kyle, Escott, Allison, and Raisbeck, Olivia
Advisor:: Liu, Shichao, Mangoubi, Oren Rami, and Rundensteiner, Elke A.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-25
Resource Type:: Major Qualifying Project

5. BranchBot: Autonomous Quadcopter for Branch Attachment

Palavra-chave:: Cable-driven Mechanism, Bio-inspired, Machine Learning, and Passive Actuation
O Criador:: Altheimer, Suzanne, Dean, Cooper, Kerekon, Andrew, and Boyle, Keelan
Advisor:: Rosendo, Andre, Mangoubi, Oren Rami, Krueger, Robert, and Korkin, Dmitry
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-25
Resource Type:: Major Qualifying Project

6. Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Palavra-chave:: Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing
O Criador:: Moore, Alexander
Advisor:: Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

7. CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media

O Criador:: Kwan, Timothy and Lapsley, Anne
Advisor:: Mangoubi, Oren Rami and Rundensteiner, Elke A.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-04-27
Resource Type:: Major Qualifying Project

8. CS: MQP: DS: MQP: Kyumin Lee: Developing a Wildlife Crime Media Aggregator

Palavra-chave:: Machine Learning, Web Scraping, Natural Language Processing, Data Visualization, and Wildlife Crime
O Criador:: Geary, Michael, Andrade, Julie, and Huynh, Bao
Advisor:: Konrad, Renata, Lee, Kyumin, and Mangoubi, Oren Rami
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-03-23
Resource Type:: Major Qualifying Project

9. CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media

Palavra-chave:: twitter, social media, usda, and food poisoning
O Criador:: Rathke, Liam, Laber, Jasmine, and Hartmann, Katy
Advisor:: Rundensteiner, Elke A. and Mangoubi, Oren Rami
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-03-23
Resource Type:: Major Qualifying Project

10. Feature Recognition from Aerial Images Using Machine Learning

Palavra-chave:: 3D Engine Modeling, Data Science, Computer Vision, Neural Network, Computer Science, and Machine Learning
O Criador:: Saduakas, Arman, Pineda, Sebastian, Munroe, Margaret, Roche, Amos, and Firenze, Ryan
Advisor:: Mangoubi, Oren Rami
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-03-24
Resource Type:: Major Qualifying Project