کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
386371 660883 2011 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A clustering system for data sequence partitioning
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A clustering system for data sequence partitioning
چکیده انگلیسی

In data analyzing, data is often presented as sequences. To partition the data sequences, we propose a sequence clustering system in which a fuzzy compatible relation is employed to show the similarity between any two sequences. Moreover, the max–min transitive closure is applied to transfer the fuzzy compatible relation into a fuzzy equivalence relation. It is found that the data sequences with more similar variations are clustered together by using the proposed clustering system. In that case, the sequences are partitioned easily and quickly into clusters.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 38, Issue 1, January 2011, Pages 659–666
نویسندگان
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