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Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications

Keyword:

Deep Reinforcement Learning, Robust PCA, mmWave Communications, Graph Neural Networks, and Wireless Communications

Creator:

Ghasemi, Ahmad

Advisor:

Zekavat, Seyed A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-06-24

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery

Keyword:

Single-cell RNA Sequencing, Data Integration, CCA, Network Analysis, Biology, and Feature Engineering

Creator:

Teeple, Erin

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-07-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection

Creator:

Lewandowski, Brian

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Keyword:

Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing

Creator:

Moore, Alexander

Advisor:

Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data 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
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
Passive Brain-Computer Interfaces for Non-Medical Applications

Keyword:

brain-computer interface, education data mining, and non-invasive neuorimaging

Creator:

Howell-Munson, Alicia

Advisor:

Solovey, Erin

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Bioinformatics & Computational Biology
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
Educational Data Mining toward Personalized Tutoring: Exploration of Facial Behaviors, Thermal Comfort, and Relevant Content Search

Creator:

Jiang, Han

Advisor:

Whitehill, Jacob Richard

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-01

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Keyword:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Creator:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences

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Ahani, Narges1
Amadeo, Lily1
Bahadur, Nitish1
Barger, Maria1
Beach, David J.1
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Agu, Emmanuel O.2
Apelian, Diran1
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Alkhateeb, Ahmed1
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Worcester Polytechnic Institute52

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