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Filtering by: Contributor Paffenroth, Randy Clinton Remove constraint Contributor: Paffenroth, Randy Clinton Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute Resource type Thesis Remove constraint Resource type: Thesis

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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
Assessing Individual Differences In Graphical Perception

Creator:

Davis, Russell

Advisor:

Harrison, Lane T.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-25

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Predicting MXene Properties via Machine Learning

Keyword:

12 - Responsible Consumption and Production, 7 - Affordable and Clean Energy, 11 - Sustainable Cities and Communities, 9 - Industry, Onnovation, and Infrastructure, and 13 - Climate Action

Creator:

Vertina, Eric

Advisor:

Mangoubi, Oren Rami

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Keyword:

error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)

Creator:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-modal Deep Learning

Keyword:

multi-modal and deep learning

Creator:

Liu, Si

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Cycles Improve Conditional Generators

Keyword:

GAN, Conditional, Deep Learning, Generation, Cycle, and Machine Leaning

Creator:

Moore, Alexander M.

Advisor:

Paffenroth, Randy Clinton and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Multi-stage Anti-blur Network for Unsupervised Deformable Image Registration

Creator:

Su, Yao

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction

Keyword:

Anomaly Detection, Dimensionality Reduction, Manifold Learning, and Unsupervised Learning

Creator:

Beach, David J.

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-07

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Variational Open Set Recognition

Keyword:

Extreme Value Theory, Varriational Autoencoder, and Open Set Classification

Creator:

Buquicchio, Luke J.

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Improving Model Performance with Robust PCA

Keyword:

Robust PCA, Projectors, Cyber Security, PCA, Feature Engineering, and Machine Learning

Creator:

Bennett, Marissa A.

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science

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Amadeo, Lily1
Barger, Maria1
Beach, David J.1
Bennett, Marissa A.1
Biradar, Rakesh1
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Agu, Emmanuel O.2
Harrison, Lane T.1
Kong, Xiangnan2
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton15
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Agu, Emmanuel O.2
Harrison, Lane T.1
Kong, Xiangnan3
Liu, Xiaozhong1
Mangoubi, Oren Rami1
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Computer Science1
Data Science18
Mathematical Sciences1

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Worcester Polytechnic Institute[remove]20

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Thesis[remove]20

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