Benchmarking Local XAI Against TreeSHAP for Explainable Diabetes Prediction

Quang-Anh-Kiet Tran, Manh-Hung Trinh, Tuan Huy Nguyen, Huynh-Dai-Nhan Tran, Tan-Nguyen Ngo, Phat Tran, Hoang-Anh Pham. Benchmarking Local XAI Against TreeSHAP for Explainable Diabetes Prediction. In Hamido Fujita, Ali Selamat, Masitah Ghazali, Moonis Ali, editors, Advances and Trends in Artificial Intelligence. Theory and Applications - 39th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2026, Kuala Lumpur, Malaysia, July 6-8, 2026, Proceedings, Part II. Volume 16615 of Lecture Notes in Computer Science, pages 42-55, Springer, 2026. [doi]

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