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decision tree rules 1fuzzy logic 1image classification 1neuro-symbolic reasoning 1sewer pipe inspection 1

From the 1 of 1 linked paper with an AI index.

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1 paper

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…