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Thiago Alves Rocha

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#artificial intelligence Preprint Aug 2026

From Abductive Explanations to Global Logical Rules for Node Classification in SGCs

This work proposes a logic-based framework for node classification in Simple Graph Convolution (SGC) networks that uses minimal abductive explanations as an intermediate representation for rule extraction.

Bryan Lima Cavalcante, Thiago Alves Rocha · 0 citations