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All Journal Jurnal Simetris Scientific Journal of Informatics Creative Information Technology Journal CSRID (Computer Science Research and Its Development Journal) Buana Information Technology and Computer Sciences (BIT and CS) REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Jurnal Abdi Masyarakat Indonesia Jurnal Minfo Polgan (JMP) Indonesian Journal of Informatics and Research jurnal penelitian multidisiplin Jurnal Manajemen Informatika dan Bisnis Digital Jurnal Indonesia Sosial Teknologi Jurnal Publikasi Teknik Informatika (JUPTI) Jurnal Masyarakat Madani Indonesia Innovative: Journal Of Social Science Research JURSIMA SOROT: Jurnal Pengabdian Kepada Masyarakat SmartComp Jurnal Sistem Informasi dan Manajemen
Aang Alim Murtopo
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Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Other

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Journal : Buana Information Technology and Computer Sciences (BIT and CS)

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Signature Verification Using The K-Nearest Neighbor (KNN) Algorithm and Using the Harris Corner Detector Feature Extraction Method Aang Alim Murtopo; Bayu Priyatna; Rini Mayasari
Buana Information Technology and Computer Sciences (BIT and CS) Vol 3 No 2 (2022): Buana Information Technology and Computer Sciences (BIT and CS)
Publisher : Information System; Universitas Buana Perjuangan Karawang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (279.408 KB) | DOI: 10.36805/bit-cs.v3i2.2763

Abstract

The security of the transaction process is very important in this day and age. Signatures can be used as a means of guaranteeing the security of a transaction other than fingerprints. However, the threat of signature forgery for those who use signatures as security is still very high and frequent. In this research, we will verify the authenticity of a signature and test it using the K-Nearest Neighbour (KNN) algorithm and the Harris Corner feature extraction method. There are two kinds of distance calculations that will be used in the K-NN algorithm, namely by calculating the distance from Euclidean Distance and Manhattan Distance. The k value at KNN taken is at k = 1, k = 3, and k = 5.
Co-Authors 2Nugroho Adhi Santoso Angesti, Devi Cici Angesti, Devi Cici Bangkit Indarmawan Nugroho Diana Pramestiningsih Didi Haryadi Gunawan Gunawan Halim Afridar Isnaeni Hamidah Isni Azmi Khafidz Basri M. Herly Rumambi Marstyo Ardiansyah Maulia Nursidik Mohammad Amin Triwinanto Triwinanto Naella Nabila Putri Wahyuning Naja Nugroho Adh Santoso Nugroho Adhi Santoso Nugroho Adhi Santoso Nugroho Adhi Santoso Nurul Fadhilah Nurul Fadilah Nurul Fadilah Nurul Fadilah Priyatna, Bayu Retno Ayuning Putri Rini Mayasari Rito Cipta sigitta Hariyono Rudi Juniyanto Sarif Surorejo Sawaviyya Anandianskha Sifa Melina Salsabila Syefudin Syefudin Syefudin Syefudin Wahyu Romadhona Wresti Andriani Wresti Andriani Yustira . Zaenal Arif Zaenul Arif Zaenul Arif