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筛选: Committee Neamtu, Rodica 删除限定条件 Committee: Neamtu, Rodica

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

关键词:

Functional Near-Infrared Spectroscopy (fNIRS), Machine Learning on time series, Cognitive workload, User experience, and Brain-Computer Interfaces

创造者:

Mhalgi, Shreya Milind

Advisor:

Neamtu, Rodica

出版者:

Worcester Polytechnic Institute

创建日期:

2022-12-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

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

关键词:

Design of Experiemnt, Feature Engineering, Regression, Predictive Modeling, Machine Learning, and Wire Arc DED

创造者:

Price, Stephen

Advisor:

Cote, Danielle and Neamtu, Rodica

出版者:

Worcester Polytechnic Institute

创建日期:

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

关键词:

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

创造者:

Sauter, Evan

Advisor:

Zhang, Ziming

出版者:

Worcester Polytechnic Institute

创建日期:

2023-02-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning

关键词:

porosity, additive manufacturing, machine learning, and pore classification

创造者:

Staszewska, Adrianna

Advisor:

Lados, Diana A. and Neamtu, Rodica

出版者:

Worcester Polytechnic Institute

创建日期:

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

关键词:

Cold Spray, Multiple-Instance Learning, Additive Manufacturing, Machine Learning, Data Augmentation, and Multiple-Instance Regression

创造者:

Schuliger, Ashley

Advisor:

Cote, Danielle and Neamtu, Rodica

出版者:

Worcester Polytechnic Institute

创建日期:

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

关键词:

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

创造者:

Adamjee, Merzia Naeem

Advisor:

Agu, Emmanuel O.

出版者:

Worcester Polytechnic Institute

创建日期:

2022-05-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

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

关键词:

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

创造者:

Liu, Ruixue

Advisor:

Solovey, Erin

出版者:

Worcester Polytechnic Institute

创建日期:

2020-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Masters Theses6
PhD Dissertations1

Year

Year range begin – Year range end

Current results range from 2020 to 2023

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创造者

Adamjee, Merzia Naeem1
Liu, Ruixue1
Mhalgi, Shreya Milind1
Price, Stephen1
Sauter, Evan1
更多创造者s »

Advisor

Agu, Emmanuel O.1
Cote, Danielle2
Lados, Diana A.1
Neamtu, Rodica4
Solovey, Erin1
更多 Advisors »

Contributor

Agu, Emmanuel O.1
Arrington, Catherine1
Beck, Joseph1
Beck, Joseph E.1
Cote, Danielle2
更多 Contributors »

Unit (Department)

Computer Science5
Data Science1
Electrical & Computer Engineering1

出版者

Worcester Polytechnic Institute7

资源类型

Thesis6
Dissertation1

License

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

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