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X-WR-CALDESC:Veranstaltungen für AKTUARVEREINIGUNG ÖSTERREICHS (AVÖ)
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DTSTART;TZID=Europe/Vienna:20210503T100000
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CREATED:20210119T092403Z
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SUMMARY:EAA Web Session: Practical Application of Clustering in Insurance
DESCRIPTION:The following topics will be covered:\n• Introduction into standard clustering techniques with a focus on k-means clustering\n• Feature selection\n• Cluster validation\n• Visualization techniques for clustering results such as transformation or perturbation based approaches\n• Brief introduction into the imputation of missing values in pre-processing or during clustering\n• Clustering of mixed data types (numerical and categorical features)\nThe theoretical explanations will be accompanied by a practical example in R on a public data set showcasing a typical insurance application. \nRegistration deadline: 29 April 2021
URL:https://avoe.at/event/eaa-web-session-practical-application-of-clustering-in-insurance/
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