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A Survey of the Individual Claim Size and Other Risk Factors Using Credibility Bonus-Malus Premiums
Risks, 2020 In this paper, a flexible count regression model based on a bivariate compound Poisson distribution is introduced in order to distinguish between different types of claims according to the claim size. Furthermore, it allows us to analyse the factors that
Emilio Gómez-Déniz +1 more
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Analysis of the dependence structure among insurance risks in Iran's insurance company: Cointegration approach [PDF]
Iranian Journal of Insurance ResearchBACKGROUND AND OBJECTIVES: Examining the long-term relationships and cointegration among different branches of insurance is crucial for understanding risk management and financial stability in the insurance industry.
Zeynolabedin Aghilifar +3 more
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Journal of King Saud University: Computer and Information Sciences, 2020 This paper presents a novel hybrid approach for detecting frauds in automobile insurance claims by applying Genetic Algorithm (GA) based Fuzzy C-Means (FCM) clustering and various supervised classifier models.
Sharmila Subudhi, Suvasini Panigrahi
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BMJ Open, 2023 Introduction Road trauma (RT) is a major public health problem that often results in prolonged absenteeism from work. Limited evidence suggests that recovery after RT is associated with automobile insurance compensation schemes.
Mieke Koehoorn +5 more
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Prediction of Insurance Fraud Detection using Machine Learning Algorithms
Mehran University Research Journal of Engineering and Technology, 2022 In current era, people are influenced with various types of insurance such as health insurance, automobile insurance, property insurance and travel insurance, due to the availability of extensive knowledge related to insurance.
Laiqa Rukhsar +3 more
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Pricing automobile insurance using mixed Poisson distributions [PDF]
Industrija, 2018 Automobile insurance, particularly motor third liability insurance covers dominant share in the portfolio of non-life insurance in almost all countries of the world.
Simeunović Ivana +2 more
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Spinal Cord Injury Fact Sheet in Korea [PDF]
Annals of Rehabilitation Medicine, 2023 Spinal cord injury (SCI) has been recognized as a medically complex and life-disrupting condition. As the aging of the population accelerates, the trend of SCI has changed.
Han-Kyoul KIM +4 more
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A Bagged Ensemble Convolutional Neural Networks Approach to Recognize Insurance Claim Frauds
Applied System Innovation, 2023 Fighting fraudulent insurance claims is a vital task for insurance companies as it costs them billions of dollars each year. Fraudulent insurance claims happen in all areas of insurance, with auto insurance claims being the most widely reported and ...
Youness Abakarim +2 more
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Modeling Insurance Claims Distribution through Combining Generalized Hyperbolic Skew-t Distribution with Extreme Value Theory [PDF]
تحقیقات مالی, 2016 This paper examines whether combining Generalized Hyperbolic Skew-t distribution, recently introduced in the field of insurance, and Extreme Value Theory (EVT) could result in a modeling of loss function that could model central value as well as extreme ...
Saeed Bajalan +2 more
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Risks, 2021 A comprehensive auto insurance policy usually provides the broadest protection for the most common events for which the policyholder would file a claim.
Emilio Gómez-Déniz +1 more
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