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Filtering by: Contributor Paffenroth, Randy Clinton Collections Masters Theses

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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