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Moh. Zoqi Sarwani
University of Merdeka Pasuruan/Universitas Brawijaya
Computer Science & IT Engineering

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Signature Pattern Recognition using Kohonen Network Nadia Roosmalita Sari; Moh. Zoqi Sarwani; Yudha Alif Aulia; Wayan Firdaus Mahmudy
Knowledge Engineering and Data Science Vol 1, No 2 (2018)
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (473.828 KB) | DOI: 10.17977/um018v1i22018p39-45

Abstract

A signature is a special form of handwriting that used for human identification process. The current identification process is extremely ineffective. People have to manually compare signatures with the previously stored data. This study proposed SOM Kohonen algorithm as the method of signature pattern recognition. This method has able to visualize high-dimensional data. The image processing method is used in this study in pre-processing data phase. The accuracy of SOM Kohonen was 70 %, indicated the method used was good enough for pattern recognition.
Co-Authors Nadia Roosmalita Sari Wayan Firdaus Mahmudy Yudha Alif Aulia