Applying machine learning to criminology: semi-parametric spatial-demographic Bayesian regression
Abstract Objectives This paper describes the use of machine learning techniques to implement a Bayesian approach to modelling the dependency between offence data and environmental factors such as demographic characteristics and spatial location. The main goal of this paper is to provide a fully prob...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2018-06-01
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| Series: | Security Informatics |
| Subjects: | |
| Online Access: | http://link.springer.com/article/10.1186/s13388-018-0030-x |