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Hybridization of statistical and cognitive experience feedbacks to perform risk assessment

Villeneuve, Eric and Béler, Cédrick and Pérès, François and Geneste, Laurent Hybridization of statistical and cognitive experience feedbacks to perform risk assessment. (2012) In: IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10 December 2012 - 13 December 2012 (Hong Kong, Hong Kong).

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Official URL: http://dx.doi.org/10.1109/IEEM.2012.6837871


This paper aims to present a study on knowledge management. We develop decision-support mechanisms hybridizing statistical and cognitive experience feedback to perform risk assessments on critical areas of a system. We propose an approach for combining expert opinion and statistics by using belief functions and by processing the combined knowledge in a directed evidential network to provide a risk measure.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6837871&punumber%3D6826642%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6837685%29%26pageNumber%3D4
HAL Id:hal-04087222
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Laboratory name:
Laboratoire Génie de Production - LGP (Tarbes, France) - Systèmes Décisionnels et Cognitifs - SDC
Deposited On:13 Dec 2012 13:28

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