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Author / Creator / Contributor

1Kazemi, Nazli

Languages

1English

Supervisors

1Petr Musilek (Electrical and Computer Engineering)

Subject / Keyword

1anomaly detection
1cyclegan
1generative adversarial network
1glucose
1lstm
1machine learning

1microwave sensor
1permittivity

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1Graduate and Postdoctoral Studies (GPS), Faculty of
1Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations

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1Thesis

Departments

1Department of Electrical and Computer Engineering

ADVANCED MACHINE LEARNING EMPOWERING MICROWAVE SENSORS WITH GENERATIVE/PREDICTIVE CAPABILITIES
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Fall 2023

Kazemi, Nazli

This dissertation, addressing the critical shortage of microwave planar sensors, embarks on a journey to advance noncontact sensing applications, with a particular emphasis on the application of machine learning techniques to address existing problems. It pioneers the introduction of a unique...

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ADVANCED MACHINE LEARNING EMPOWERING MICROWAVE SENSORS WITH GENERATIVE/PREDICTIVE CAPABILITIES