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Filtering by: Unit (Department) Electrical & Computer Engineering Remove constraint Unit (Department): Electrical & Computer Engineering Keyword Machine Learning Remove constraint Keyword: Machine Learning

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Dual-Antiphase Patch Antennas for Microwave Imaging and Osteoporosis Screening Results Based on Neural Networks: Theoretical and Experimental Results

Keyword:

Microwave Imaging, Machine Learning, Antennas, and Osteoporosis

Creator:

Adams, Johnathan

Advisor:

Makarov, Sergey N.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Securing Physical Layer Passband Signals Via Machine Learning

Keyword:

Modulation Classification, Physical Layer, Adversarial Perturbations, Machine Learning, and Localization

Creator:

McClintick, Kyle

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-01-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning

Keyword:

Microarchitectural Security, Machine Learning, Deep Learning, Side-Channel Attacks, Cloud Security, and Cache Attacks

Creator:

Gulmezoglu, Berk

Advisor:

Eisenbarth, Thomas and Sunar, Berk

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-07-15

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Extension on Adaptive MAC Protocol for Space Communications

Keyword:

Deep Reinforcement Learning, Machine Learning, DVB-S2, Catastrophic Forgetting, NASA, and Space Communications

Creator:

Li, Max Hongming

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-18

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
Training Data Generation Framework For Machine-Learning Based Classifiers

Keyword:

Classification, unsupervised domain adaptation, deep neural networks, Channel modeling, and Machine Learning

Creator:

McClintick, Kyle W

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-18

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
SRML: Space Radio Machine Learning

Keyword:

satellite communications, Cognitive Radio, and Machine Learning

Creator:

Ferreira, Paulo Victor Rodrigues

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Computer Vision and Machine Learning for Autonomous Vehicles

Keyword:

Computer Vision, autonomous vehicles, and Machine Learning

Creator:

Chen, Zhilu

Advisor:

Huang, Xinming

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-10-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Change-points Estimation in Statistical Inference and Machine Learning Problems

Keyword:

Distributed learning, Machine Learning, and change-points

Creator:

Zhang, Bingwen

Advisor:

Lai, Lifeng

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-08-14

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Semi-Autonomous Wheelchair Navigation With Statistical Context Prediction

Keyword:

Navigation, Bayesian Network, Wheelchair, and Machine Learning

Creator:

Qiao, Junqing

Advisor:

Padir, Taskin

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-05-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data

Keyword:

gait, Signal Processing, alcohol consumption, Machine Learning, and smartphone

Creator:

Qi, Muxi

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering

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PhD Dissertations6
Masters Theses4

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Creator

Adams, Johnathan1
Chen, Zhilu1
Ferreira, Paulo Victor Rodrigues1
Gulmezoglu, Berk1
Li, Max Hongming1
more Creators »

Advisor

Agu, Emmanuel O.1
Eisenbarth, Thomas1
Huang, Xinming1
Lai, Lifeng1
Makarov, Sergey N.1
more Advisors »

Contributor

Agu, Emmanuel O.1
Bilen, Sven2
Brown D. Richard, III3
Brown, James1
Clark, Andrew1
more Contributors »

Unit (Department)

Electrical & Computer Engineering[remove]10

Publisher

Worcester Polytechnic Institute10

Resource type

Dissertation6
Thesis4

License

https://creativecommons.org/licenses/by-nc/4.0/1

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