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Application of Variable-Valued Logic to Correct Pattern Recognition Algorithms

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Biologically Inspired Cognitive Architectures 2019 (BICA 2019)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 948))

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Abstract

In this work the logical analysis is carried out for the predetermined subject domain, that represents an object and its describing characteristics in terms of variable-valued logic, besides the set of algorithms operating at the given domain is studied. The study developed logical procedure for creation of the correct algorithms that analyze subject domain, model the knowledge base for the set objects, minimize it and allocate a unique feature set for each object.

This work is supported by the RFBR grant 19-01-00648.

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Correspondence to Larisa A. Lyutikova or Eleva V. Shmatova .

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Lyutikova, L.A., Shmatova, E.V. (2020). Application of Variable-Valued Logic to Correct Pattern Recognition Algorithms. In: Samsonovich, A. (eds) Biologically Inspired Cognitive Architectures 2019. BICA 2019. Advances in Intelligent Systems and Computing, vol 948. Springer, Cham. https://doi.org/10.1007/978-3-030-25719-4_39

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