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Neamtu, Rodica
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Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction
Keyword:
Design of Experiemnt
,
Feature Engineering
,
Regression
,
Predictive Modeling
,
Machine Learning
, and
Wire Arc DED
Creator:
Price, Stephen
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Comparative Study of Relational Databases for Computer Science Courses
Keyword:
Complexity
,
Structured Query Language (SQL)
,
Comparison
,
Database
, and
Education
Creator:
Luca, Axel
,
Pollack, Ethan
, and
Taylor, Harrison
Advisor:
Wong, Wilson
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-12
Resource Type:
Major Qualifying Project
Distribution-Driven Augmentation of Real-World Datasets for Improved Cancer Diagnostics With Machine Learning
Keyword:
Breast Cancer Analysis
,
Distribution-Driven Augmentation
,
Null Filling
,
Class Balancing
,
Machine Learning
, and
Data Curation
Creator:
Price, Stephen
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-17
Resource Type:
Major Qualifying Project
Coarse-Grain Lattice Technique for Studying Protein-Ligand Binding
Keyword:
computatoinal chemistry
,
free energy
,
metal protein
,
lattice
,
coarse-grain
, and
protein-ligand binding
Creator:
Aronoff, Jonathan
Advisor:
Neamtu, Rodica
,
Kaminski, George A.
,
Heilman, Destin
, and
Mortensen, Jennifer
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
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
Audio Journal Android Application
Keyword:
Visually Impaired
,
Android
,
Audio Journal
,
Accessibility
, and
Radio Reading Service
Creator:
Patel, Vansh
,
Siegel, Reily
, and
Cherkinsky, Anna
Advisor:
Harrison, Lane T.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-28
Resource Type:
Major Qualifying Project
Developing a 3D Food Printer
Keyword:
RepRapFirmware
,
Computer Science
,
Duet3D
,
Mechanical Engineering
,
3D Food Printing
, and
3D Printing
Creator:
Burke, Ashley
and
Shukla, Nupur
Advisor:
Neamtu, Rodica
and
Cote, Danielle
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-28
Resource Type:
Major Qualifying Project
Goatconnect
Keyword:
Recruiting Platform
,
Professional Devlopment
,
Athletics
,
Career Networking
,
Software Engineering
, and
Web Application
Creator:
Kyriacou, Harrison
,
Feiss, Jacob
, and
Diloreto, Loren
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-01
Resource Type:
Major Qualifying Project
Towards Mental Workload Time Series Classification and Interpretation for Real-Time Feedback in Brain-Computer Interfacing Video Games
Keyword:
Functional Near-Infrared Spectroscopy (fNIRS)
,
Machine Learning on time series
,
Cognitive workload
,
User experience
, and
Brain-Computer Interfaces
Creator:
Mhalgi, Shreya Milind
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Keyword:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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
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
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Keyword:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
Creator:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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
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
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
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
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
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
Making Brain Computer Interface Research More Accessible with Tool Tutorials
Creator:
Buntel, Ellery
Advisor:
Solovey, Erin
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-16
Resource Type:
Interactive Qualifying Project
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
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
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
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
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
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
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
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
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
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
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
Award:
Provost's MQP Award
Exploring Machine Learning Methods for Nuclear Export Sequence Identification
Creator:
Conneilly, Erin M.
Advisor:
Neamtu, Rodica
and
Heilman, Destin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Major Qualifying Project
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
Award:
Provost's MQP Award
Vacaresti Nature Park - Urban Wetlands Public Awareness
Keyword:
Urban and Environmental Planning
Creator:
Muralt, Arnold W.
,
Finken, Emilie Catherine
,
T Le, Vien Phuong
,
Kwatinetz, Sarah Emrich
, and
Rando, Matthew P.
Advisor:
Addison, W. A. Bland
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-04
Resource Type:
Interactive Qualifying Project
Pollen Allergies in Romania: Optimizing Data Analysis and Raising Awareness
Keyword:
Technology and Environment
Creator:
Tam Tuong, Thi Thanh
,
Kay, Deanna M.
,
Schaeffer, Tobias R.
, and
Kelly, Jessica Marie
Advisor:
Addison, W. A. Bland
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-01
Resource Type:
Interactive Qualifying Project
Optimizing Media Influence to Promote Business Growth
Keyword:
Economic Growth, Stability, and Development
Creator:
Spry, Selina M.
,
Stewart, Faith
,
de Azevedo, Enzo Giglio
, and
Elshakhs, Malek A.
Advisor:
Addison, W. A. Bland
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-04
Resource Type:
Interactive Qualifying Project
Integrating Technology into Intergenerational Learning
Keyword:
Social and Human Services
Creator:
Mancuso, James Connor
,
Hogan, Catherine M.
,
Sandbrook, Theresa A.
,
Eves, Alexa S.
, and
Rementer, Scott M.
Advisor:
Addison, W. A. Bland
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-05
Resource Type:
Interactive Qualifying Project
Advancing Romanian Ecotourism
Keyword:
Technology and Environment
Creator:
Nascimento, Mattheus Caetano
,
Saddler, Teresa G.
, and
Cooper, Terrance L.
Advisor:
Neamtu, Rodica
and
Addison, W. A. Bland
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-06
Resource Type:
Interactive Qualifying Project
Social Impact of Time Series Visualization
Keyword:
Human-computer interaction
,
Web sites--Design and construction
, and
Data mining
Creator:
Lovering, Charles J.
and
Nguyen Dinh, Cuong Tri
Advisor:
Sarkozy, Gabor N
,
Ahsan, Ramoza
,
Rundensteiner, Elke A.
, and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-01
Resource Type:
Interactive Qualifying Project
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1
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1
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5
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1
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6
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1
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2
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1
Neamtu, Rodica
4
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Bucharest, Romania Project Center - IQP
5
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2
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Biochemistry
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22
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1
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1
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39
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Major Qualifying Project
28
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7
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https://creativecommons.org/licenses/by-nc/4.0/
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Provost's MQP Award
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