Fuzzy c-means clustering algorithm for directional data (FCM4DD)
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- 作者：Orhan Kesemen ; okesemen@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Ö ; zge Tezel ozge_tzl@hotmail.com" class="auth_mail" title="E-mail the corresponding author ; Eda Ö ; zkul eda.ozkul.gs@gmail.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Angular difference ; Clustering algorithm ; Directional data ; Fuzzy c-means algorithm
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：1 October 2016
- 年：2016
- 卷：58
- 期：Complete
- 页码：76-82
- 全文大小：1245 K
文摘
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A new approximation for clustering of directional data is proposed.
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The proposed method is simple, fast and stable when compared to other methods.
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The proposed method can be used for N-dimensional directional data.
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Tradition validation index methods can be used with proposed method.