Telematics Analytics

Telematics Analytics is a branch of Insurance Analytics that utilizes real-time vehicular data collected via telematics devices to assess driving behavior, risk exposure, and insurance pricing through advanced data analysis techniques.

Publications

2.3K

Citations

150

Authors

Institutions

Publications per year

2017–2026

Parents

Insurance Analytics

Children

Accident Risk PredictionBehavior-based UnderwritingCornering Behavior AnalysisDriving Event DetectionDriving Style ClassificationFleet Risk ManagementHarsh Braking DetectionIn-vehicle Data MiningLoss Cost PredictionMileage Estimation

Publications

Insurance Telematics: Opportunities and Challenges with the Smartphone Solution

Peter Händel, Isaac Skog, Johan Wahlström et al. · IEEE Intelligent Transportation Systems Magazine · 2014 · 166 citations

Computing, Information Technology, Insurance +16

Predicting Motor Insurance Claims Using Telematics Data—XGBoost versus Logistic Regression

Jessica Pesantez-Narvaez, Montserrat Guillén, Manuela Alcañiz · Risks · 2019 · 161 citations · Full text

Computing, Data Science, Insurance +17

The value of vehicle telematics data in insurance risk selection processes

Philippe Baecke, Lorenzo Bocca · Decision Support Systems · 2017 · 149 citations

Business, Insurance, Risk Management +14

Unravelling the Predictive Power of Telematics Data in Car Insurance Pricing

Roel Verbelen, Katrien Antonio, Gerda Claeskens · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2018 · 131 citations · Full text

Business, Insurance, Risk Management +17

Improving automobile insurance ratemaking using telematics: incorporating mileage and driver behaviour data

Mercedes Ayuso, Montserrat Guillén, Jens Perch Nielsen · Transportation · 2018 · 123 citations

Business, Automotive Engineering, Insurance +16

1–5 of 51

Authors

150

MG
Montserrat Guillén
Universitat de Barcelona, Spain
7 publications · 433 citations
7
h-index
MA
Manuela Alcañiz
Universitat de Barcelona, Spain
4 publications · 212 citations
4
h-index
MV
Mario V. Wüthrich
ETH Zurich, Switzerland
4 publications · 209 citations
4
h-index
GG
Guangyuan Gao
Renmin University of China, China
4 publications · 179 citations
4
h-index
SM
Shengwang Meng
Renmin University of China, China
4 publications · 251 citations
4
h-index

1–5 of 150

Institutions

1–8 of 78

Venues

Accident Analysis & Prevention
5 publications · 154 citations
5
h-index
Decision Support Systems
4 publications · 326 citations
4
h-index
Risks
3 publications · 199 citations
3
h-index
SAE technical papers on CD-ROM/SAE technical paper series
2 publications · 25 citations
2
h-index
Preprints.org
Repository · 2 publications · 36 citations
2
h-index

1–5