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]

@inproceedings{GorgoglioneRGIC22,
  title = {First Flush Occurrence Prediction and Ranking of Its Influential Variables in Urban Watersheds: Evaluation of XGBoost and SHAP Techniques},
  author = {Angela Gorgoglione and Cosimo Russo and Andrea Gioia and Vito Iacobellis and Alberto Castro},
  year = {2022},
  doi = {10.1007/978-3-031-10545-6_29},
  url = {https://doi.org/10.1007/978-3-031-10545-6_29},
  researchr = {https://researchr.org/publication/GorgoglioneRGIC22},
  cites = {0},
  citedby = {0},
  pages = {423-434},
  booktitle = {Computational Science and Its Applications - ICCSA 2022 Workshops - Malaga, Spain, July 4-7, 2022, Proceedings, Part III},
  editor = {Osvaldo Gervasi and Beniamino Murgante and Sanjay Misra and Ana Maria A. C. Rocha and Chiara Garau},
  volume = {13379},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-10545-6},
}