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Paffenroth, Randy Clinton
Entfernen Zwang Contributor: Paffenroth, Randy Clinton
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Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications
Stichwort:
Deep Reinforcement Learning
,
Robust PCA
,
mmWave Communications
,
Graph Neural Networks
, and
Wireless Communications
Schöpfer:
Ghasemi, Ahmad
Advisor:
Zekavat, Seyed A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-06-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Stichwort:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Schöpfer:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection
Schöpfer:
Lewandowski, Brian
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Stichwort:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Schöpfer:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Stichwort:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Schöpfer:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Assessing Individual Differences In Graphical Perception
Schöpfer:
Davis, Russell
Advisor:
Harrison, Lane T.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Passive Brain-Computer Interfaces for Non-Medical Applications
Stichwort:
brain-computer interface
,
education data mining
, and
non-invasive neuorimaging
Schöpfer:
Howell-Munson, Alicia
Advisor:
Solovey, Erin
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Bioinformatics & Computational Biology
Predicting MXene Properties via Machine Learning
Stichwort:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Schöpfer:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Schöpfer:
Jiang, Han
Advisor:
Whitehill, Jacob Richard
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Stichwort:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Schöpfer:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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PhD Dissertations
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1
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2
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1
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Bioinformatics & Computational Biology
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Worcester Polytechnic Institute
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Dissertation
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