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Safaruddin A. Prasad
Program Studi Fisika, Jurusan Fisika, FMIPA, UNHAS, Makassar
Computer Science & IT

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Journal : Jurnal Informatika

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IMAGE DATA CLASSIFICATION BY NFES-MODEL Efgivia, M. Givi; A. Prasad, Safaruddin
Jurnal Informatika Vol 9, No 2 (2008): NOVEMBER 2008
Publisher : Institute of Research and Community Outreach - Petra Christian University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (252.468 KB) | DOI: 10.9744/informatika.9.2.130-136

Abstract

In this paper, we propose an identification method of the land cover from remote sensing data with combining neuro-fuzzy and expert system. This combining then is called by Neuro-Fuzzy Expert System Model (NFES-Model). A Neural network (NN) is a part from neuro-fuzzy has the ability to recognize complex patterns, and classifies them into many desired classes. However, the neural network might produce misclassification. By adding fuzzy expert system into NN using geographic knowledge based, then misclassification can be decreased, with the result that improvement of classification result, compared with a neural network approximation.
Co-Authors M. Givi Efgivia