Montserrat Guillén

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

Jessica Pesantez-Narvaez, Montserrat Guillén, Manuela Alcañiz · Risks · 2019 · 152 citations · Full text

Engineering, Safety Science, Mining Methods +19

Kernel density estimation for heavy-tailed distributions using the champernowne transformation

Tine Buch-larsen, Jens Perch Nielsen, Montserrat Guillén et al. · Statistics · 2005 · 144 citations

Loss Distributions, Engineering, Density Estimation +13

Employing transaction aggregation strategy to detect credit card fraud

Sanjeev Jha, Montserrat Guillén, J. Christopher Westland · Expert Systems with Applications · 2012 · 138 citations

Fraud Detection, Fintech, Engineering +9

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

Mercedes Ayuso, Montserrat Guillén, Jens Perch Nielsen · Transportation · 2018 · 117 citations

Transportation Planning, Mobility Service, Engineering +12

Beyond Value‐at‐Risk: GlueVaR Distortion Risk Measures

Jaume Belles‐Sampera, Montserrat Guillén, Miguel Santolino · Risk Analysis · 2013 · 115 citations