Since 2014
IMAGE DATA CLASSIFICATION BY NFES-MODEL
Jurnal Informatika
View Archive Info| Field | Value | |
| Title |
IMAGE DATA CLASSIFICATION BY NFES-MODEL
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| Creator |
Efgivia, M. Givi
A. Prasad, Safaruddin |
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| Subject |
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knowledge-based, neuro-fuzzy, expert system, classification, misclassification |
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| Description |
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.
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| Publisher |
Institute of Research and Community Outreach - Petra Christian University
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| Contributor |
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| Date |
2010-02-10
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| Type |
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion — |
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| Format |
application/pdf
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| Identifier |
http://jurnalinformatika.petra.ac.id/index.php/inf/article/view/17872
10.9744/informatika.9.2.130-136 |
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| Source |
Jurnal Informatika; Vol 9, No 2 (2008): NOVEMBER 2008; 130-136
2528-5823 1411-0105 |
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| Language |
eng
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| Relation |
http://jurnalinformatika.petra.ac.id/index.php/inf/article/view/17872/17801
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