Concepedia

Katrien Antonio

KA

30

Publications

1.4K

Citations

22

H-Index

2006

Active since

Affiliations

KU Leuven(Current)

University of Amsterdam

Statistics Belgium

Amsterdam University of Applied Sciences

Vlerick Business School

Katrien Antonio is an author at KU Leuven specializing in statistics, engineering, and business.

Top concepts

StatisticsEngineeringBusinessPredictive AnalyticsManagementQuantitative ManagementInsuranceData ScienceRisk ManagementStatistical Inference

Publications per year

2006–2023

30

Publications

30

Micro-level stochastic loss reserving for general insurance

Katrien Antonio, Richard Plat · Scandinavian Actuarial Journal · 2013 · 148 citations

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 · 128 citations · Full text

Car Insurance Pricing, Insurance Distribution, Telematics Data +24

Actuarial statistics with generalized linear mixed models

Katrien Antonio, Jan Beirlant · Insurance Mathematics and Economics · 2006 · 116 citations

Actuarial Statistics, Statistical Modeling, Mathematical Statistic +2

Profit maximizing logistic model for customer churn prediction using genetic algorithms

Eugen Stripling, Seppe vanden Broucke, Katrien Antonio et al. · Swarm and Evolutionary Computation · 2017 · 102 citations · Full text

Evolutionary Data Mining, Customer Churn Prediction, Engineering +9

FITTING MIXTURES OF ERLANGS TO CENSORED AND TRUNCATED DATA USING THE EM ALGORITHM

Roel Verbelen, Lan Gong, Katrien Antonio et al. · Astin Bulletin · 2015 · 74 citations · Full text

Em Algorithm, Mixture Distribution, Engineering +10

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