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Gradient boosting with extreme-value theory for wildfire prediction
This paper details the approach of the team Kohrrelation in the 2021 Extreme Value Analysis data challenge, dealing with the prediction of wildfire counts and sizes over the contiguous US. Our approach uses ideas from extreme-value theory in a machine learning context with theoretically justified lo...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Springer US
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115709/ https://www.ncbi.nlm.nih.gov/pubmed/37091211 http://dx.doi.org/10.1007/s10687-022-00454-6 |