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Filtering by: Unit (Department) Computer Science Collections Masters Theses

1. Exploring Internal Representations Learned by Autoencoders for Sleep EEG

Keyword:: denoising autoencoders, machine learning, disentangled representations, power spectrogram, beta-variational autoencoders, and sleep eeg signal analysis
Creator:: Soota, Akshit
Advisor:: Alvarez, Sergio A. and Ruiz, Carolina
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-15
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

2. Scan2BIM: An Integrated Platform for 3D Reconstruction of Indoor Environment

Keyword:: 3D Modeling Platform, Building Information Model, Indoor Mapping, and SLAM
Creator:: Huang, Zhanhong
Advisor:: Huang, Xinming
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-05-01
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

3. Machine Learning for Optimizing Cognitive Radar Waveforms

Keyword:: 5G, Reinforcement Learning, Cognitive Radar, Spectrum Sharing, Software Defined Radio, and Machine Learning
Creator:: Malcarne, Joshua
Advisor:: Wyglinski, Alexander
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-06-03
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

4. Logic For Exploit Detection: Utilizing Proof Search for Exploitability Detection in Compact Software Systems

Keyword:: Bug Detection, Staged Linear Logic, Logic Programming, Linear Logic Programming, Proof Search, and Python
Creator:: Eskandari Miandoab, Kaveh
Advisor:: Bohrer, Rose
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

5. A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model

Creator:: Ji, Jiaqi
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-11-14
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

6. A Foundation for Orchestrating Multiple Security Environments in Endpoint Systems

Keyword:: Usable Security, Isolation, OS Security, and Unsupervised Learning
Creator:: Beauchaine, Adam
Advisor:: Shue, Craig A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

7. Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers

Keyword:: vision transformer, fine-grained visual classification, pressure injuries, image classification, and deep learning
Creator:: Perkins, Grant
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-10-26
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

8. Evaluating the Influence of Surprise and Suppression Techniques in Map Visualizations

Keyword:: Data Visualization, Choropleth Maps, and Bayesian Surprise
Creator:: Ndlovu, Akim
Advisor:: Harrison, Lane T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-09-11
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

9. Regular Session Types

Keyword:: Exponential Types, Regular Languages, RST, Session Types, and Program Synthesis
Creator:: Friedman, Alex
Advisor:: Bohrer, Rose
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-11-16
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

10. 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

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