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Neamtu, Rodica
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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:
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:
Computer Science
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
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
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:
Data Science
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
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
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
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
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
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