Mr. Uygar Yeprem Profile

Uygar Yeprem

SPIE Involvement:

Author

Area of Expertise:

Machine Learning , Data Science , Big Data

Publications (2)

Proceedings Article | 6 June 2022 Presentation + Paper

PROGNOS: an automatic remaining useful life (RUL) prediction model for military systems using machine learning

Onur Sürücü, Connor Wilkinson, Uygar Yeprem, Waleed Hilal, S. Andrew Gadsden, John Yawney, Naseem Alsadi, Alessandro Giuliano

Proceedings Volume 12113, 121130R (2022) https://doi.org/10.1117/12.2618913

KEYWORDS: Military electronics, Sensors, Feature extraction, Expectation maximization algorithms, Filtering (signal processing), Machine learning, Signal processing, Data modeling, Principal component analysis, Performance modeling

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Proceedings Article | 30 May 2022 Presentation + Paper

A survey on ethereum smart contract vulnerability detection using machine learning

Onur Sürücü, Uygar Yeprem, Connor Wilkinson, Waleed Hilal, S. Andrew Gadsden, John Yawney, Naseem Alsadi, Alessandro Giuliano

Proceedings Volume 12117, 121170C (2022) https://doi.org/10.1117/12.2618899

KEYWORDS: Machine learning, Neural networks, Data modeling, Feature extraction, Computer programming, Computer networks, Statistical analysis, Performance modeling, Information security

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