Antonio, Katrien
- Social network analytics for supervised fraud detection in insurance
2020/09/15 by Óskarsdóttir, María, Ahmed, Waqas, Antonio, Katrien +4 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Boosting insights in insurance tariff plans with tree-based machine\n learning methods
2019/04/12 by Roel Henckaerts, Henckaerts, Roel, Marie‐Pier Côté +5 · 2 citations
Computer Science · Economics, Econometrics and Finance · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Insurance and Financial Risk Management #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Machine Learning in Healthcare
- The short-term association between environmental variables and mortality: evidence from Europe
2024/05/28 by Jens Robben, Katrien Antonio, Robben, Jens +3 · 1 voice · 4 citations
Health Professions · Environmental Science · Social Sciences · #Global Health Care Issues #Climate Change and Health Impacts #Insurance, Mortality, Demography, Risk Management
- Modeling the occurrence of events subject to a reporting delay via an EM algorithm
2019/09/18 by Verbelen, Roel, Antonio, Katrien, Claeskens, Gerda +1 · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- Bridging the gap between pricing and reserving with an occurrence and\n development model for non-life insurance claims
2022/03/14 by Jonas Crèvecoeur, Crevecoeur, Jonas, Katrien Antonio +5 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #FOS: Economics and business #Insurance and Financial Risk Management #Insurance, Mortality, Demography, Risk Management #Probability and Risk Models #Risk Management (q-fin.RM)
- Assessing the impact of the COVID-19 shock on a stochastic\n multi-population mortality model
2021/11/19 by Jens Robben, Robben, Jens, Katrien Antonio +3 · 1 citation
Health Professions · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Economics and business #Global Health Care Issues #Health disparities and outcomes #Insurance, Mortality, Demography, Risk Management #Risk Management (q-fin.RM)
- Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff
2023/10/19 by Freek Holvoet, Holvoet, Freek, Katrien Antonio +3 · 2 citations
Computer Science · Decision Sciences · Social Sciences · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Economics and business #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Probability and Risk Models #Risk Management (q-fin.RM)
- An engine to simulate insurance fraud network data
2023/08/21 by Bavo D. C. Campo, Campo, Bavo D. C., Katrien Antonio +1 · 1 citation
Computer Science · Social Sciences · #Applications (stat.AP) #Artificial Intelligence in Law #Computation (stat.CO) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Reducing the dimensionality and granularity in hierarchical categorical variables
2024/03/06 by Wilsens, Paul, Antonio, Katrien, Claeskens, Gerda · 1 citation
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)