A formal framework for Data Fusion
نویسندگان
چکیده
In order to develop a formal framework for data fusion field main data fusion models are observed and a logical model of data fusion is suggested. It is shown that considered data fusion models are representable in the logical model. The logical model being insufficiently general to compare different methods of data fusion is reformulated on category theory language. After that a number of information theoretic measures defined on morphisms are suggested as universal criteria for evaluation of data fusion methods.
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