ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)

Clustering analysis using K-Means clustering methods which using mean as the center of cluster doesn�t have any meaning anymore if the method is used for the categorical data. Clustering analysis using Hamming distance vector algorithm is only for categorical dataset. Theory...

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Main Authors: , SHIDDIQ SUGIONO, , Herni Utami, S.Si., M.Si.
Format: Theses and Dissertations NonPeerReviewed
Published: [Yogyakarta] : Universitas Gadjah Mada 2014
Subjects:
ETD
Online Access:https://repository.ugm.ac.id/130269/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=70686
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spelling id-ugm-repo.1302692016-03-04T08:12:28Z https://repository.ugm.ac.id/130269/ ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum) , SHIDDIQ SUGIONO , Herni Utami, S.Si., M.Si. ETD Clustering analysis using K-Means clustering methods which using mean as the center of cluster doesn�t have any meaning anymore if the method is used for the categorical data. Clustering analysis using Hamming distance vector algorithm is only for categorical dataset. Theory that used in this algorithm is based on coding theory. It doesn�t need any model or convergence criteria for this algorithm. This algorithm is the alternate way for older method : K-Modes and Autoclass. The case studies in this thesis is animal classification based on their morphology and common characteristic, the purpose of the classification is grouping some animal into subpopulation. Thus, the result can be a reference to studing animal from their simmilarities. [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , SHIDDIQ SUGIONO and , Herni Utami, S.Si., M.Si. (2014) ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum). UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=70686
institution Universitas Gadjah Mada
building UGM Library
country Indonesia
collection Repository Civitas UGM
topic ETD
spellingShingle ETD
, SHIDDIQ SUGIONO
, Herni Utami, S.Si., M.Si.
ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
description Clustering analysis using K-Means clustering methods which using mean as the center of cluster doesn�t have any meaning anymore if the method is used for the categorical data. Clustering analysis using Hamming distance vector algorithm is only for categorical dataset. Theory that used in this algorithm is based on coding theory. It doesn�t need any model or convergence criteria for this algorithm. This algorithm is the alternate way for older method : K-Modes and Autoclass. The case studies in this thesis is animal classification based on their morphology and common characteristic, the purpose of the classification is grouping some animal into subpopulation. Thus, the result can be a reference to studing animal from their simmilarities.
format Theses and Dissertations
NonPeerReviewed
author , SHIDDIQ SUGIONO
, Herni Utami, S.Si., M.Si.
author_facet , SHIDDIQ SUGIONO
, Herni Utami, S.Si., M.Si.
author_sort , SHIDDIQ SUGIONO
title ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
title_short ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
title_full ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
title_fullStr ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
title_full_unstemmed ANALISIS KELOMPOK UNTUK DATA KATEGORIK BERDASARKAN ALGROITMA VEKTOR HAMMING DISTANCE (Studi Kasus : Klasifikasi Hewan Berdasarkan Morfologi dan Karakteristik Umum)
title_sort analisis kelompok untuk data kategorik berdasarkan algroitma vektor hamming distance (studi kasus : klasifikasi hewan berdasarkan morfologi dan karakteristik umum)
publisher [Yogyakarta] : Universitas Gadjah Mada
publishDate 2014
url https://repository.ugm.ac.id/130269/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=70686
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