Address Identification Using Telematics: An Algorithm to Identify Dwell Locations

In this work, a method is proposed for exploiting the predictive power of a geo-tagged dataset as a means of identification of user-relevant points of interest (POI). The proposed methodology is subsequently applied in an insurance context for the automatic identification of a driver’s residence add...

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Autors principals:	Christopher Grumiau, Mina Mostoufi, Solon Pavlioglou, Tim Verdonck
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2020-09-01
Col·lecció:	Risks
Matèries:	telematics address identification POI machine learning mean shift clustering DBSCAN clustering
Accés en línia:	https://www.mdpi.com/2227-9091/8/3/92
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