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cs.AI2026

A Fuzzy Rule-based Neuro-Symbolic Approach for Pipe Severity Prediction in Sewer Networks

Ngoc Thai Le, Thanh Ma, Umberto Straccia

The paper presents a modular neuro‑symbolic system that uses a Swin Transformer to predict multilabel pipe defect codes from images and then applies fuzzy IF‑THEN rules derived fro…