Yazarlar |
Furkan Başer
Ankara Üniversitesi, Türkiye |
Türkan Erbay Dalkılıç
Karadeniz Teknik Üniversitesi, Türkiye |
Kamile ŞANLI KULA
Ahi Evran Üniversitesi, Türkiye |
Ayşen Apaydın
Ankara Üniversitesi, Türkiye |
Özet |
In this paper, we propose ANFIS based system modeling for classifying risks in life insurance. We differentiate policyholders on the basis of their cardiovascular risk characteristics and estimate risk loading ratio to obtain gross premiums paid by the insured. In this context, an algorithm which expresses the relation between the dependent and independent variables by more than one model is proposed to use. Estimated values are obtained by using this algorithm, based on ANFIS. In order to show the performance evaluation of the proposed method, the results are compared with the results obtained from the Least Square Method (LSM). |
Anahtar Kelimeler |
Makale Türü | Özgün Makale |
Makale Alt Türü | SSCI, AHCI, SCI, SCI-Exp dergilerinde yayımlanan tam makale |
Dergi Adı | OPERATIONS RESEARCH PROCEEDINGS 2010 |
Dergi ISSN | 0721-5924 |
Dergi Tarandığı Indeksler | SCI-Expanded |
Makale Dili | İngilizce |
Basım Tarihi | 01-2011 |
Sayfalar | 27 / 32 |
Doi Numarası | 10.1007/978-3-642-20009-0_5 |