A hierarchical clustering approach: Fuzzy single link clustering
Publish place: The 22nd Iran Fuzzy Systems Conference
Publish Year: 1402
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ICFUZZYS22_006
تاریخ نمایه سازی: 14 مرداد 1403
Abstract:
Identifying the needed item from among the vast quantity of datasets may beaccomplished with the help of clusters. There is a wide variety of clustering strategiesthat may be utilized to set up clusters. The single linkage clustering technique is anexample of hierarchical agglomerative clustering. This approach is utilized to integrateitems inside a cluster while taking into consideration the minimal distance betweenthem. We conducted an experiment on fuzzy number spaces, which are spaces inwhich several items are available and combine in clusters based on a novel distancemeasure. This experiment was presented in this publication.
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Authors
Zahra Behdani
Department of Mathematics and Statistics, Faculty of Data Sciences and Energy, Behbahan Khatam Alanbia university of Technology, Khouzestan, Iran
Majid Darehmiraki
Department of Mathematics and Statistics, Faculty of Data Sciences and Energy, Behbahan Khatam Alanbia university of Technology, Khouzestan, Iran