Pengenalan Pola Tulisan Tangan Aksara Jawa "Ha Na Ca Ra Ka" Menggunakan Multi Layer Perceptron

Wibowo, Madha Christian and Wirakusuma, Sandy (2013) Pengenalan Pola Tulisan Tangan Aksara Jawa "Ha Na Ca Ra Ka" Menggunakan Multi Layer Perceptron. In: Seminar Nasional Sistem & Teknologi Informasi (SNASTI) 2013, 24 Oktober 2013, Surabaya.

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Abstract

This research is focus on optical character recognition (OCR) for handwritten 5 basic consonant from Javanese character called "Aksara Jawa Nglegena" consists of "Ha", "Na", "Ca", "Ra", and "Ka". The pattern recognition method used is multi layer perceptron with back propagation as the learning algorithm. 75 samples was used as the learning data and 25 samples used for testing data. The final weight produced could recognize all the learning samples correctly and 56% testing samples.

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Item Type:	Conference or Workshop Item (Paper)
Additional Information:	ISBN : 978-979-8968-36-5
Uncontrolled Keywords:	Javanese character, pattern recognizing, multi layer perceptron, back propagation, optical character recognition
Dewey Decimal Classification:	600 – Technology > 650 Management & auxiliary services
Divisions:	Penelitian dan Pengabdian Masyarakat > Seminar Nasional Sistem & Teknologi Informasi (SNASTI) 2013
Depositing User:	Agung P. W.
Date Deposited:	08 Sep 2014 10:15
Last Modified:	08 Sep 2014 10:15
URI:	http://repository.dinamika.ac.id/id/eprint/557

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