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Filtragem por: Advisor Neamtu, Rodica Contributor Neamtu, Rodica

1. Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction

Palavra-chave:: Design of Experiemnt, Feature Engineering, Regression, Predictive Modeling, Machine Learning, and Wire Arc DED
O Criador:: Price, Stephen
Advisor:: Cote, Danielle and Neamtu, Rodica
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-12-12
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

2. Towards Mental Workload Time Series Classification and Interpretation for Real-Time Feedback in Brain-Computer Interfacing Video Games

Palavra-chave:: Functional Near-Infrared Spectroscopy (fNIRS), Machine Learning on time series, Cognitive workload, User experience, and Brain-Computer Interfaces
O Criador:: Mhalgi, Shreya Milind
Advisor:: Neamtu, Rodica
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-12-15
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

3. Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning

Palavra-chave:: porosity, additive manufacturing, machine learning, and pore classification
O Criador:: Staszewska, Adrianna
Advisor:: Lados, Diana A. and Neamtu, Rodica
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-08-11
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

4. A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction

Palavra-chave:: Cold Spray, Multiple-Instance Learning, Additive Manufacturing, Machine Learning, Data Augmentation, and Multiple-Instance Regression
O Criador:: Schuliger, Ashley
Advisor:: Cote, Danielle and Neamtu, Rodica
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-04-28
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science