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Filtering by: Advisor Neamtu, Rodica Collections Major Qualifying Projects Publisher Worcester Polytechnic Institute

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

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

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

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

3. UNiT: a universal toolkit for nanoindentation exploration

Keyword:: materials science, data science, computer science, user interface, interdisciplinary, and nanoindentation
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

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

Keyword:: additive manufacturing, defect detection, 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

5. Nanomechanical Method Development for UNiT: Universal Nanoindentation Toolkit

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

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

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

7. Audio Journal App Continuation

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

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

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

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

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

10. App for Audio Journal

Keyword:: Audio Journal, Blind And Visually Impaired, VIP, Radio Reading Service, and Radio
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

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

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

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

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

13. Brain Wave Analysis

Keyword:: BCI, Python, Computer Science, Machine Learning, 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

14. 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

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

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

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

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

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

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

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

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

19. 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

20. Exploring Machine Learning Methods for Nuclear Export Sequence Identification

Creator:: Conneilly, Erin M.
Advisor:: Heilman, Destin and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-15
Resource Type:: Major Qualifying Project

21. 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