On the granularity of summative kernels

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On the granularity of summative kernels

In this paper, we propose granulosity as a new index to characterize the nonspecificity of a summative kernel. This index is intended to reflect the behavior of a kernel in the usual signal processing applications. We show, in different experiments, that two kernels having the same granulosity have very similar behavior. This granulosity-based adaptation is compared to other adaptation methods....

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ژورنال

عنوان ژورنال: Fuzzy Sets and Systems

سال: 2008

ISSN: 0165-0114

DOI: 10.1016/j.fss.2008.02.021