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Artificial intelligence 1 Classification 1 Cluster analysis 1 Clusteranalyse 1 Credit rating 1 Forecasting model 1 Hypothek 1 Klassifikation 1 Kreditwürdigkeit 1 Künstliche Intelligenz 1 Mortgage 1 Mustererkennung 1 Pattern recognition 1 Prognoseverfahren 1 Robust statistics 1 Robustes Verfahren 1 Theorie 1 Theory 1 binary robust classification 1 insurance fraud prediction 1 mortgage lending prediction 1 support vector machine 1
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Asimit, Alexandru V. 1 Kyriakou, Ioannis 1 Santoni, Simone 1 Scognamiglio, Salvatore 1 Zhu, Rui 1
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Robust classification via support vector machines
Asimit, Alexandru V.; Kyriakou, Ioannis; Santoni, Simone; … - In: Risks : open access journal 10 (2022) 8, pp. 1-25
Classification models are very sensitive to data uncertainty, and finding robust classifiers that are less sensitive to data uncertainty has raised great interest in the machine learning literature. This paper aims to construct robust support vector machine classifiers under feature data...
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