PENGENALAN POLA TULISAN TANGAN KARAKTER MATEMATIKA MENGGUNAKAN METODE ZONING DAN GROWING SELF ORGANIZING MAPS

SEPRIANSYAH, SEPRIANSYAH and Samsuryadi, Samsuryadi and Osvari, Arsalan (2019) PENGENALAN POLA TULISAN TANGAN KARAKTER MATEMATIKA MENGGUNAKAN METODE ZONING DAN GROWING SELF ORGANIZING MAPS. Undergraduate thesis, Sriwijaya University.

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Abstract

Handwritting recognition of Mathematic characters has different characters compared to other handwritten. Varied and inconsistent handwriting patterns are a common problem in handwriting recognition, especially in Mathematic characters consisting of a combination between Mathematic operator and numbers that have similar patterns that make the system getting ambiguous in the identification process. This research using a combination of Zoning and GSOM methods used for recognition handwritting of mathematic Characters because have a dynamic architecture adapted from the method of Self-Organizing Maps (SOM) with static architecture. While, the Zoning method is a method of low complexity and has a fast calculation in extracting a character. Results research using the parameters of Learning Rate 0.1 and Spread Factor 0.9 has the accuracy of 78.16%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Teknik Informatika, Jaringan Syaraf Tiruan
Subjects:	Q Science > Q Science (General) > Q334-342 Computer science. Artificial intelligence. Algorithms. Robotics. Automation.
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Users 3805 not found.
Date Deposited:	26 Dec 2019 06:50
Last Modified:	26 Dec 2019 06:50
URI:	http://repository.unsri.ac.id/id/eprint/22236

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