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First Flush Occurrence Prediction and Ranking of Its Influential Variables in Urban Watersheds: Evaluation of XGBoost and SHAP Techniques

Angela Gorgoglione, Cosimo Russo, Andrea Gioia, Vito Iacobellis, Alberto Castro. First Flush Occurrence Prediction and Ranking of Its Influential Variables in Urban Watersheds: Evaluation of XGBoost and SHAP Techniques. In Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Chiara Garau, editors, Computational Science and Its Applications - ICCSA 2022 Workshops - Malaga, Spain, July 4-7, 2022, Proceedings, Part III. Volume 13379 of Lecture Notes in Computer Science, pages 423-434, Springer, 2022. [doi]

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