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Filtering by: Contributor Neamtu, Rodica Remove constraint Contributor: Neamtu, Rodica Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction

Keyword:

Neural networks, Spatio-temporal regression, Photovoltaic generation forecasting, and Deep learning

Creator:

Sauter, Evan

Advisor:

Zhang, Ziming

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-02-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
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
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models

Keyword:

hospital readmissions, ICD codes, clinical notes, vital signs, ClinicalBERT, and BERT

Creator:

Adamjee, Merzia Naeem

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning

Keyword:

mind-wandering, machine learning, Echo State Network, cognitive load, rule learning, and functional near-infrared spectroscopy

Creator:

Liu, Ruixue

Advisor:

Solovey, Erin

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Masters Theses6
PhD Dissertations1

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Creator

Adamjee, Merzia Naeem1
Liu, Ruixue1
Mhalgi, Shreya Milind1
Price, Stephen1
Sauter, Evan1
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Advisor

Agu, Emmanuel O.1
Cote, Danielle2
Lados, Diana A.1
Neamtu, Rodica4
Solovey, Erin1
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Contributor

Agu, Emmanuel O.1
Arrington, Catherine1
Beck, Joseph1
Beck, Joseph E.1
Cote, Danielle2
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Unit (Department)

Computer Science5
Data Science1
Electrical & Computer Engineering1

Publisher

Worcester Polytechnic Institute[remove]7

Resource type

Thesis6
Dissertation1

License

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

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