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$\Pi$-NeSy...
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Arxiv

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$\Pi$-NeSy: A Possibilistic Neuro-Symbolic Approach

  • The article introduces a neuro-symbolic approach that combines low-level perception with high-level reasoning tasks.
  • The goal is to determine the degree of possibility that an input instance belongs to a target concept.
  • Intermediate concepts are used for explanation purposes and to justify the classification of an input instance.
  • Efficient methods for defining the matrix relation and the equation system in a possibilistic rule-based system are also presented.

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