JIKSI (Jurnal Ilmu Komputer dan Sistem Informasi)
Vol 1, No 1 (2013): Jurnal Ilmu Komputer dan Sistem Informasi

PENGELOMPOKAN DATA SATELIT DENGAN GAUSSIAN MEANS CLUSTERING

Lay Stefanny (Unknown)



Article Info

Publish Date
31 Jan 2013

Abstract

This systemuses a Gaussian Means clustering for which the method is trying to determine the number of clusters either gradually or in stages to see if a cluster is in a state normally distributed or not. If the data considered not normal, it will be seen whether the cluster is still possible to be split two cluster. The workings of the G-Means method begins with determining the alpha error for testing and to determine the number of clusters to be formed in the initial clustering have two centroids. Anderson darling test to see if the cluster necessary splitting or not. The test results show that the Gaussian Means method has a clustering waters can do well, but the green areas and the woke up area not. Weaknesses contained in this application is the image that will adversely affect the clustering results

Copyrights © 2013






Journal Info

Abbrev

jiksi

Publisher

Subject

Computer Science & IT Mathematics Other

Description

Jurnal Ilmu Komputer dan Sistem Informasi (JIKSI) diterbitkan oleh Fakultas Teknologi Informasi Universitas Tarumanagara (FTI Untar) Jakarta sebagai media publikasi karya ilmiah mahasiswa program studi Teknik Informatika dan Sistem Informasi FTI Untar. Karya-karya ilmiah yang dihasilkan berupa hasil ...