Montserrat Guillen

26 papers A* 1B 2Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
A Group Zero-Inflated Poisson Model for Automobile Near-Miss Event Risk Prediction.
IEEE Big Data
Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Frank Youhua Chen
2025 J jnl
Predictive Modeling for Driver Insurance Premium Calculation Using Advanced Driver Assistance Systems and Contextual Information.
IEEE Trans. Intell. Transp. Syst.
Leandro Masello, Barry Sheehan, German Castignani, Montserrat Guillen, Finbarr Murphy
2025 J jnl
Use ADAS Data to Predict Near-Miss Events: A Group-Based Zero-Inflated Poisson Approach.
CoRR
Xinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Youhua Frank Chen
2024 J jnl
Determining Driving Risk Factors from Near-Miss Events in Telematics Data Using Histogram-Based Gradient Boosting Regressors.
J. Theor. Appl. Electron. Commer. Res.
Shuai Sun, Montserrat Guillen, Ana Maria Pérez-Marín, Linglin Ni
2024 — conf
Motor Insurers Can Identify Bad Drivers: Creating Individual and Group Risk Scores from Telematics.
DSA ISC (2)
Xenxo Vidal-Llana, Montserrat Guillen
2021 J jnl
Dependence modeling of multivariate longitudinal hybrid insurance data with dropout.
Expert Syst. Appl.
Edward W. Frees, Catalina Bolancé, Montserrat Guillen, Emiliano A. Valdez
2021 J jnl
Driving Risk Assessment Using Near-Miss Events Based on Panel Poisson Regression and Panel Negative Binomial Regression.
Entropy
Shuai Sun, Jun Bi, Montserrat Guillen, Ana Maria Pérez-Marín
2020 J jnl
Assessing Driving Risk Using Internet of Vehicles Data: An Analysis Based on Generalized Linear Models.
Sensors
Shuai Sun, Jun Bi, Montserrat Guillen, Ana Maria Pérez-Marín
2020 J jnl
Penalized logistic regression to improve predictive capacity of rare events in surveys.
J. Intell. Fuzzy Syst.
Jessica Pesantez-Narvaez, Montserrat Guillen
2019 J jnl
Aggregation of Dependent Risks with Heavy-Tail Distributions.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Montserrat Guillen, José María Sarabia, Faustino Prieto, Vanesa Jordá
2018 J jnl
Continuous
Inf. Fusion
Vicenç Torra, Montserrat Guillen, Miguel Santolino
2017 J jnl
Emergency care usage and longevity have opposite effects on health insurance rates.
Kybernetes
Xavier Piulachs, Ramon Alemany, Montserrat Guillen
2016 — conf
An Estimation of the Individual Illiquidity Risk for the Elderly Spanish Population with Long-Term Care Needs.
MS
Estefania Alaminos, Mercedes Ayuso, Montserrat Guillen
2016 B conf
Fundamentals of Risk Measurement and Aggregation for Insurance Applications.
MDAI
Montserrat Guillen, Catalina Bolancé, Miguel Santolino
2016 — conf
Predicting Probability of Customer Churn in Insurance.
MS
Catalina Bolancé, Montserrat Guillen, Alemar E. Padilla-Barreto
2013 J jnl
Bootstrap control charts in monitoring value at risk in insurance.
Expert Syst. Appl.
Babak Abbasi, Montserrat Guillen
2013 — conf
Generalizing Some Usual Risk Measures in Financial and Insurance Applications.
MS
Jaume Belles-Sampera, Montserrat Guillen, Miguel Santolino
2013 — conf
Implications of Unisex Assumptions in the Analysis of Longevity for Insurance Portfolios.
MS
Arelly Ornelas, Montserrat Guillen, Manuela Alcañiz
2012 J jnl
Employing transaction aggregation strategy to detect credit card fraud.
Expert Syst. Appl.
Sanjeev Jha, Montserrat Guillen, J. Christopher Westland
2012 — conf
Random Forests for Uplift Modeling: An Insurance Customer Retention Case.
MS
Leo Guelman, Montserrat Guillen, Ana Maria Pérez-Marín
2012 J jnl
Selecting prospects for cross-selling financial products using multivariate credibility.
Expert Syst. Appl.
Fredrik Thuring, Jens Perch Nielsen, Montserrat Guillen, Catalina Bolancé
2012 — conf
Solvency Capital Estimation and Risk Measures.
MS
Antoni Ferri, Montserrat Guillen, Lluís Bermúdez
2012 J jnl
Time-varying effects in the analysis of customer loyalty: A case study in insurance.
Expert Syst. Appl.
Montserrat Guillen, Jens Perch Nielsen, Thomas H. Scheike, Ana Maria Pérez-Marín
2007 J jnl
Strategies for detecting fraudulent claims in the automobile insurance industry.
Eur. J. Oper. Res.
Stijn Viaene, Mercedes Ayuso, Montserrat Guillen, Dirk Van Gheel, Guido Dedene
2004 A* conf
Cost-Sensitive Design of Claim Fraud Screens.
ICDM
Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillen
1996 J jnl
On the Performance of Back-Propagation Networks in Econometric Analysis.
Informatica (Slovenia)
Montserrat Guillen, Carlos Soldevilla