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Modeling Fire Occurrence at the City Scale: A Comparison between Geographically Weighted Regression and Global Linear Regression

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References

1970A Computer Movie Simulating Urban Growth in the Detroit Region9,754 cited
2010Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices1,501 cited
2012The Uncertain Geographic Context Problem1,406 cited
2015Geographical and Temporal Weighted Regression (GTWR)621 cited
2014Spatial leave‐one‐out cross‐validation for variable selection in the presence of spatial autocorrelation155 cited
2013Social and economic characteristics as determinants of residential fire risk in urban neighborhoods: A review of the literature148 cited

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2025Explainable Artificial Intelligence (XAI) framework using XGBoost and SHAP for assessing urban fire risk based on spatial distribution features26 cited
2023Spatial modelling and mapping of urban fire occurrence in Portugal26 cited

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