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Profile
Michael Marefat
Associate Professor, Electrical and Computer Engineering | Member of the Graduate Faculty
Electrical and Computer Engr
Full Page
Overview
Research
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Collaboration
(4)
Lucy Ziurys
Mutual work: 1 Proposal
Collaboration Details
Ricardo Valerdi
Mutual work: 2 Proposals
Collaboration Details
Loukas Lazos
Mutual work: 1 Proposal
Collaboration Details
Min Liang
Mutual work: 2 Techs
Collaboration Details
Grants
(1)
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Publications
(24)
Recent
An Architecture for a Learning Agent with Multiple Goals in Risky Environments
2020
artificial intelligence,
machine learning,
multi-agent systems,
risk analysis,
decision making
Machine Learning Based MIMO Equalizer for High Frequency HF) Communications
2020
machine learning,
mimo,
high frequency communications,
equalizer
Fully cognitive transceiver for High Frequency HF) applications
2019
cognitive radio,
high-frequency,
transceiver,
signal processing,
wireless communication
Serverless Data Parallelization for Training and Retraining of DeeLearning Architecture in Patient-Specific Arrhythmia Detection
2019
machine learning,
healthcare,
data parallelization,
serverless computing,
arrhythmia detection
CLASSIFICATION STYLE REGRESSION FOR SPECTRAL OPENING PMF ESTIMATION
2019
classification,
regression,
spectral analysis,
probability mass function,
estimation
An IP Core Solution for Decision Trees
2018
computer science,
artificial intelligence,
embedded systems,
data mining,
machine learning
Leveraging blockchain for retraining deelearning architecture in patient-specific arrhythmia classification
2018
blockchain,
deep learning,
arrhythmia,
patient-specific,
classification
Handling Delay in Operation of a Cognitive Radio Engine
2018
cognitive radio,
delay,
radio frequency,
wireless communication,
signal processing
Algorithms and Experimental Results for a Learning Agent in Risky Environments with Multiple Goals
2017
machine learning,
artificial intelligence,
decision making,
risk management,
multi-objective optimization
An Agent Architecture for Learning with Multiple Goals and Risks
2017
reinforcement learning,
multi-goal learning,
risk management,
agent architecture,
machine learning
