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Filtering by: Advisor Neamtu, Rodica Remove constraint Advisor: Neamtu, Rodica Collections Masters Theses Remove constraint Collections: Masters Theses

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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
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
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

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Masters Theses[remove]4

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Creator

Mhalgi, Shreya Milind1
Price, Stephen1
Schuliger, Ashley1
Staszewska, Adrianna1

Advisor

Cote, Danielle2
Lados, Diana A.1
Neamtu, Rodica[remove]4

Contributor

Beck, Joseph1
Beck, Joseph E.1
Cote, Danielle2
Lados, Diana A.1
Neamtu, Rodica4
more Contributors »

Unit (Department)

Computer Science3
Data Science1

Publisher

Worcester Polytechnic Institute4

Resource type

Thesis4

License

https://creativecommons.org/licenses/by-nc/4.0/1

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