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    Multi-information fusion welding defect identification combining neighborhood rough set and optimized SVM

    Multi-information fusion welding defect identification combining neighborhood rough set and optimized SVM af Zhiqiang FENG, Xianping ZENG, Naiwen FANG, Daidi ZHAO, Quan LI, Jiutian LUO, Xin LI

    Udgivet 2025-05-01

    A multi-information fusion welding defect recognition method is proposed by combining NRS with optimized SVM to address the “big data” generated during the multi-sensor information fusion welding process. A fast reduction algorithm based on NRS was constructed using feature importance as inspiration...

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