Articles with "modeling mechanism" as a keyword



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An adaptive neuro-complex-fuzzy-inferential modeling mechanism for generating higher-order TSK models

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Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2019.07.042

Abstract: Abstract In this paper, we present an adaptive neuro-complex-fuzzy-inferential modeling mechanism (ANCFIMM) for generating higher-order Takagi-Sugeno-Kang (TSK) models, and exploit its split complex-valued gradient descent algorithm (SCGDA). ANCFIMM has five layers, among which the Gaussian… read more here.

Keywords: adaptive neuro; complex fuzzy; modeling mechanism; fuzzy inferential ... See more keywords