Support vector regression for warranty claim forecasting

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چکیده

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Support vector regression for warranty claim forecasting

Forecasting the number of warranty claims is vitally important for manufacturers/warranty providers in preparing fiscal plans. In existing literature, a number of techniques such as log-linear Poisson models, Kalman filter, time series models, and artificial neural network models have been developed. Nevertheless, one might find two weaknesses existing in these approaches: (1) they do not consi...

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ژورنال

عنوان ژورنال: European Journal of Operational Research

سال: 2011

ISSN: 0377-2217

DOI: 10.1016/j.ejor.2011.03.009