Covariate selection from telematics car driving data
type: Item
instance of: scholarly article
title: Covariate selection from telematics car driving data
zbMATH Open document ID: 1394.62151
author: Mario V. Wüthrich
published in: European Actuarial Journal
publication date: 2018-04-03T00:00:00Z
Mathematics Subject Classification ID: 62P05
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 91B30
Mathematics Subject Classification ID: 68T10
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 6855299
zbMATH Keywords: telematics data
zbMATH Keywords: driving habits
zbMATH Keywords: driving styles
zbMATH Keywords: regression
zbMATH Keywords: categorical classes
zbMATH Keywords: pattern recognition
zbMATH Keywords: clustering
zbMATH Keywords: \(K\)-means clustering
zbMATH Keywords: unsupervised learning
zbMATH Keywords: machine learning.
describes a project that uses: ElemStatLearn
describes a project that uses: ISLR
MaRDI profile type: Publication
full work available at URL: s13385-017-0149-z
OpenAlex ID: W2582016141
cites work: Q3327527
cites work: An Introduction to Statistical Learning
cites work: Classification of scale-sensitive telematic observables for riskindividual pricing
DOI: 10.1007/S13385-017-0149-Z
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description: scientific article; zbMATH DE number 6855299