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Crash severity 1 Machine learning 1 Road safety 1 Spatial analysis 1 Spatial dependence 1 Spatial heterogeneity 1 Wicked problems 1
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Effati, Meysam 1 Shabani, Shahin 1 Thill, Jean-Claude 1
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Journal of Geographical Systems 1
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Geospatial and machine learning techniques for wicked social science problems: analysis of crash severity on a regional highway corridor
Effati, Meysam; Thill, Jean-Claude; Shabani, Shahin - In: Journal of Geographical Systems 17 (2015) 2, pp. 107-135
The contention of this paper is that many social science research problems are too “wicked” to be suitably studied using conventional statistical and regression-based methods of data analysis. This paper argues that an integrated geospatial approach based on methods of machine learning is...
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