Efficient binary fuzzy measure representation and Choquet integral learning

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Efficient binary fuzzy measure representation and Choquet integral learning

The Choquet integral (ChI), a parametric function for information aggregation, is parameterized by the fuzzy measure (FM), which has 2N real-valued variables for N inputs. However, the ChI incurs huge storage and computational burden due to its exponential complexity relative to N and, as a result,...

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Bibliographic Details
Main Authors:	Islam, Muhammad Aminul, Anderson, Derek T., Du, Xiaoxiao, Havens, Timothy C., Wagner, Christian
Format:	Conference or Workshop Item
Published:	2018
Online Access:	https://eprints.nottingham.ac.uk/52589/

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