Dr. Mehmet Umut Demircin Profile

Dr. Mehmet Umut Demircin

at ASELSAN AS

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Publications (2)

Proceedings Article | 21 April 2020 Paper

Machine learning based automatic threat level assessment in fiber-optic Distributed Acoustic Sensing (DAS) intrusion detection system

Omer Sahin, Mehmet Umut Demircin, Murat Gevrekci

Proceedings Volume 11413, 1141322 (2020) https://doi.org/10.1117/12.2558400

KEYWORDS: Machine learning, Acoustics, Fiber optics, Sensing systems, Fiber optics sensors, Computer intrusion detection, Sensors, Data modeling

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Proceedings Article | 27 April 2017 Presentation + Paper

Deep learning based multi-threat classification for phase-OTDR fiber optic distributed acoustic sensing applications

Metin Aktas, Toygar Akgun, Mehmet Umut Demircin, Duygu Buyukaydin

Proceedings Volume 10208, 102080G (2017) https://doi.org/10.1117/12.2262108

KEYWORDS: Acoustics, Classification systems, Signal detection, Fiber optics, Neural networks, Sensing systems, Optical fiber cables, Optical sensing, Sensors, Electronic filtering, Wavelets, Time-frequency analysis, Denoising, Interference (communication), Signal processing

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