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4 years ago

Odile Papini - IRIT

Odile Papini - IRIT

Information fusion

Information fusion combination rules qualitative simple strategies: conjunctive, disjunctive rules more complex strategies: sum, card, max, gmax quantitative Dempster Shafer’s combination rule Yager’s combination rule how to combine the information provided by the sources ? which objective ? which context ? which strategy ? Odile PAPINI Information fusion SUM 2010

Rational postulates for fusion (Konieczny Pino Perez 98) Traditional Basic assumptions for qualitative approaches mutually independant sources, no implicit link between the information from the different sources assumed same level of importance of sources that provide consistent belief bases same level of reliability or priority of the information from a source Odile PAPINI Information fusion SUM 2010

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