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Filtering by: Keyword Machine Learning Remove constraint Keyword: Machine Learning Collections Masters Theses Remove constraint Collections: Masters Theses Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute Resource type Thesis Remove constraint Resource type: Thesis

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G-Induced Loss of Consciousness (GLOC) Predictive Model Development

Keyword:

G-Induced Loss of Consciousness, Neuroergonomics, Machine Learning, Aerospace physiology, Physiological episodes, and Human state assessment

Creator:

Rinkel, Bridget

Advisor:

Lammert, Adam

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-16

Resource Type:

Thesis

Degree:

MS
Beyond the Spectrum: Custom MFCC Processing For Acoustic Health Monitoring

Keyword:

Health Monitoring, Custom filter bank, Mel-frequency cepstral coefficients, Signal Processing, Audio classification, and Machine Learning

Creator:

Liu, Zhuolin

Advisor:

Islam, Bashima

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
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
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

Keyword:

Iterative, Neural Network, Recurrent Neural Network, Machine Learning, Sparse, and Sparsity

Creator:

Hershey, Quincy

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-20

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Learning From Small Samples: A Machine Learning Model of Belief Polarization

Keyword:

Machine Learning, Resource-Rational Analysis, and Belief Polarization

Creator:

Kim, David

Advisor:

Reichman, Daniel

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Improving Automated Assessment for Student Open-responses in Mathematics

Keyword:

Automated assessment, Mathematics, Open-responses, Machine Learning, Online Learning Platforms, and Natural Language Processing

Creator:

Baral, Sami

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Development of digital holographic vibrometry methods for determination of mechanical properties of bioengineered tissues

Keyword:

High-resolution Optical Metrology, Holographic Vibrometry, Machine Learning, Bioengineered Tissues, and Computational Modeling

Creator:

Hiscox, Colin

Advisor:

Furlong-Vazquez, Cosme

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mechanical Engineering
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
Deep Reinforcement Learning for Intelligent Frontier Ranking in Search-and-rescue Scenarios

Keyword:

Swarm, Machine Learning, Advantage Actor-Critic, Frontier, Reinforcement Learning, and SLAM

Creator:

Bergeron, Taylor

Advisor:

Pinciroli, Carlo

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Robotics Engineering
Protecting Model Confidentiality for Machine Learning as a Service

Keyword:

Machine Learning, Security, Model Extraction, and Trusted Execution Environment

Creator:

Truong, Jean-Baptiste

Advisor:

Walls, Robert Joseph and Guo, Tian

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science

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Masters Theses[remove]33

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Agrawal, Ankur S1
Baral, Sami1
Bennett, Marissa A.1
Bergeron, Taylor1
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Agu, Emmanuel O.2
Baker, Ryan S.1
Beck, Joseph E.1
Becker, Lee A.1
Cote, Danielle2
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Bioinformatics & Computational Biology2
Biomedical Engineering1
Computer Science15
Data Science4
Electrical & Computer Engineering5
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Worcester Polytechnic Institute[remove]33

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3 - Good Health and Well-being1

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