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Montserrat Guillen
Montserrat Guillen
ICREA Academia & Full Professor (University of Barcelona) ORCID 0000-0002-2644-6268
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Detection of automobile insurance fraud with discrete choice models and misclassified claims
M Artís, M Ayuso, M Guillén
Journal of Risk and Insurance 69 (3), 325-340, 2002
2512002
Kernel density estimation for heavy-tailed distributions using the Champernowne transformation
T Buch-Larsen, JP Nielsen, M Guillén, C Bolancé
Statistics 39 (6), 503-516, 2005
2042005
Predictive modeling applications in actuarial science
EW Frees, RA Derrig, G Meyers
Cambridge University Press, 2014
1932014
Modelling different types of automobile insurance fraud behaviour in the Spanish market
M Artıs, M Ayuso, M Guillen
Insurance: Mathematics and Economics 24 (1-2), 67-81, 1999
1861999
Employing transaction aggregation strategy to detect credit card fraud
S Jha, M Guillen, JC Westland
Expert systems with applications 39 (16), 12650-12657, 2012
1632012
Risk classification for claim counts: A comparative analysis of various zeroinflated mixed Poisson and hurdle models
JP Boucher, M Denuit, M Guillén
North American Actuarial Journal 11 (4), 110-131, 2007
1602007
Predicting motor insurance claims using telematics data—XGBoost versus logistic regression
J Pesantez-Narvaez, M Guillen, M Alcañiz
Risks 7 (2), 70, 2019
1592019
Improving automobile insurance ratemaking using telematics: incorporating mileage and driver behaviour data
M Ayuso, M Guillen, JP Nielsen
Transportation 46, 735-752, 2019
1432019
Strategies for detecting fraudulent claims in the automobile insurance industry
S Viaene, M Ayuso, M Guillen, D Van Gheel, G Dedene
European journal of operational research 176 (1), 565-583, 2007
1412007
Kernel density estimation of actuarial loss functions
C Bolancé, M Guillen, JP Nielsen
Insurance: Mathematics and Economics 32 (1), 19-36, 2003
1312003
Percepción del estado de salud en varones y mujeres en las últimas etapas de la vida
E Séculi, J Fusté, P Brugulat, S Juncá, M Rué, M Guillén
Gaceta sanitaria 15 (3), 217-223, 2001
1302001
Number of accidents or number of claims? An approach with zero‐inflated Poisson models for panel data
JP Boucher, M Denuit, M Guillen
Journal of Risk and Insurance 76 (4), 821-846, 2009
1252009
Beyond value‐at‐risk: GlueVaR distortion risk measures
J Belles‐Sampera, M Guillén, M Santolino
Risk Analysis 34 (1), 121-134, 2014
1202014
Models of insurance claim counts with time dependence based on generalization of Poisson and negative binomial distributions
JP Boucher, M Denuit, M Guillén
Variance 2 (1), 135-162, 2008
1182008
Distribution of blood concentrations of persistent organic pollutants in a representative sample of the population of Catalonia
M Porta, M Gasull, E Puigdomènech, M Garí, MB de Basea, M Guillén, ...
Environment international 36 (7), 655-664, 2010
1152010
The impact of traffic violations on the estimated cost of traffic accidents with victims
M Ayuso, M Guillén, M Alcañiz
Accident Analysis & Prevention 42 (2), 709-717, 2010
1132010
Fraud detection using a multinomial logit model with missing information
SB Caudill, M Ayuso, M Guillén
Journal of Risk and Insurance 72 (4), 539-550, 2005
1132005
de Catalunya
DS de la Generalitat
Rapid diagnostic circuit (CDR) of lung, colorectal, breast, bladder and …, 2004
1132004
Uplift random forests
L Guelman, M Guillén, AM Pérez-Marín
Cybernetics and Systems 46 (3-4), 230-248, 2015
1102015
Time-varying effects in the analysis of customer loyalty: A case study in insurance
M Guillén, JP Nielsen, TH Scheike, AM Pérez-Marín
Expert systems with Applications 39 (3), 3551-3558, 2012
1082012
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