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Filtering by: Advisor Neamtu, Rodica Collections Major Qualifying Projects

1. Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques

Keyword:: defect detection, additive manufacturing, classification, deep learning, and Mask R-CNN
Creator:: Broderick, Collin
Advisor:: Neamtu, Rodica and Lados, Diana A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-02
Resource Type:: Major Qualifying Project

2. Towards a More Inclusive World: Enhanced Augmentative and Alternative Communication For People With Disabilities UsingAI and NLP

Creator:: Winsor, Cole C., Robbertz, Andrew Leonard, Valente, Richard Correia, and Emil, Zachary Girgis
Advisor:: Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-03-04
Resource Type:: Major Qualifying Project

3. Anomaly Detection in Time Series Brain Data Collected Using Functional Near-Infrared Spectroscopy

Creator:: Kumi, Petra
Advisor:: Neamtu, Rodica, Solovey, Erin, and Weekes, Suzanne L.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-15
Resource Type:: Major Qualifying Project

4. Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques

Keyword:: Mask R-CNN, deep learning, defect detection, additive manufacturing, detectron2, and defect classification
Creator:: Staszewska, Adrianna
Advisor:: Lados, Diana A. and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-27
Resource Type:: Major Qualifying Project

5. NAML : An Easy-to-Deploy Application for Time Series Analysis

Keyword:: Machine Learning, Container, fNIRS, Brain Data, and Human Computer Interaction
Creator:: Houlihan, Patrick
Advisor:: Solovey, Erin and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-27
Resource Type:: Major Qualifying Project

6. Development and Assessment of a Mindfulness-Based Stress Reduction Mobile Application

Keyword:: Docker, Mindfulness, Node.js, Mobile App, MBSR, and MongoDB
Creator:: Patel, Pooja and Corbitt, Bryce S.
Advisor:: Neamtu, Rodica and Loiacono, Eleanor T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-17
Resource Type:: Major Qualifying Project

7. UNiT: a universal toolkit for nanoindentation exploration

Keyword:: user interface, interdisciplinary, materials science, data science, nanoindentation, and computer science
Creator:: Krueger, Aaron and Schmid, Eric
Advisor:: Cote, Danielle and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-02
Resource Type:: Major Qualifying Project

8. Audio Journal App Continuation

Keyword:: Visually Impaired, Accesibility, Radio, App, Blind, and iOS
Creator:: Farwell, Caleb, Orozco, Amy, and Robinson, Benjamin
Advisor:: Neamtu, Rodica and Harrison, Lane T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-04
Resource Type:: Major Qualifying Project

9. Cleaning On Demand with a Recommender System (CODeRS)

Keyword:: Data cleaning, Data science, Automation, Outlier detection, and Null values
Creator:: Schuliger, Ashley and Vieira, Christopher
Advisor:: Neamtu, Rodica and Cote, Danielle
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-02
Resource Type:: Major Qualifying Project

10. Nanomechanical Method Development for UNiT: Universal Nanoindentation Toolkit

Keyword:: Mechanical Engineering, Nanoindentation, Toolkit, Validation, Material Properties, and Materials Science
Creator:: Barron, Katelyn
Advisor:: Neamtu, Rodica and Cote, Danielle
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-02
Resource Type:: Major Qualifying Project

11. Advancement of 3D Printed Aluminum Alloys for the Aerospace Industry Using Machine Learning

Keyword:: Laser Powder Bed Fusion, Machine Learning, Convolutional Neural Network, Al-10Si-Mg, and Additive Manufacturing
Creator:: Bowles, Patrick, Desmonts, Braeden, Carlo, Charles, and Cervone, Gabriella
Advisor:: Lados, Diana A. and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-25
Resource Type:: Major Qualifying Project

12. App for Audio Journal

Keyword:: VIP, Blind And Visually Impaired, Radio, Audio Journal, and Radio Reading Service
Creator:: Grigolia, Irakli and Nelson, Kyria G.
Advisor:: Neamtu, Rodica and Harrison, Lane T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-21
Resource Type:: Major Qualifying Project

13. Creating an App for Audio Journal's Print Disabled Listeners

Creator:: Doyle, Ryan B.
Advisor:: Harrison, Lane T. and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-21
Resource Type:: Major Qualifying Project

14. BrainEx: Visual Exploration and Discovery in Time Series Data

Keyword:: Similarity, Data Analysis, FNIRS, Timeseries, Clustering, and Application Motivated Visualization
Creator:: Powell, Jackson J., Nolan, Andrew C., and Clements, Michael J.
Advisor:: Solovey, Erin and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-04
Resource Type:: Major Qualifying Project

15. Brain Wave Analysis

Keyword:: Machine Learning, Python, Computer Science, BCI, and Neuroscience
Creator:: Buntel, Ellery
Advisor:: Neamtu, Rodica and Solovey, Erin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-12-11
Resource Type:: Major Qualifying Project

16. NirsAutoML: Building an automated classification platform for fNIRS data

Creator:: Ikram, Fareya S.
Advisor:: Neamtu, Rodica and Solovey, Erin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-12-12
Resource Type:: Major Qualifying Project

17. Applying HCI Design Practices to the Design of the BrainEx User-Interface to facilitate fNIRS Research

Creator:: Anand, Vandana
Advisor:: Solovey, Erin and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-12-12
Resource Type:: Major Qualifying Project

18. Developing Models to Visualize & Analyze User Interaction for Financial Technology Websites

Creator:: Katz, Guy and Ezeobiejesi, Amanda
Advisor:: Neamtu, Rodica, Saberi, Sara, and Ginzberg, Michael J.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-12-10
Resource Type:: Major Qualifying Project

19. Applying HCI Design Practices to the Development of the BrainEx User-Interface to Facilitate fNIRS Research

Creator:: Bresnahan, Kyra R., Lin, Yihan, and Goodwin, Margaret Ann
Advisor:: Neamtu, Rodica and Solovey, Erin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-03-05
Resource Type:: Major Qualifying Project

20. Developing Models to Visualize and Analyze User Interaction for Financial Technology Websites

Creator:: Ostapenko, Alissa
Advisor:: Abraham, Jon P., Neamtu, Rodica, and Ginzberg, Michael J.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-03-05
Resource Type:: Major Qualifying Project