Interpretable machine learning models for crime prediction

Author:

Zhang Xu,Liu Lin,Lan Minxuan,Song Guangwen,Xiao Luzi,Chen Jianguo

Publisher

Elsevier BV

Subject

Urban Studies,General Environmental Science,Ecological Modeling,Geography, Planning and Development

Reference75 articles.

1. Towards robust interpretability with self-explaining neural networks;Alvarez-Melis,2018

2. Crime prediction through urban metrics and statistical learning;Alves;Physica A: Statistical Mechanics and its Applications,2018

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4. Middle-level features for the explanation of classification systems by sparse dictionary methods;Apicella;International Journal of Neural Systems,2020

5. “Soft” policing at hot spots—Do police community support officers work? A randomized controlled trial;Ariel;Journal of Experimental Criminology,2016

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