Choquet fuzzy integral based verification of handwritten signatures

作者: Madhusudan Singh , Vamsi K. Madasu , Smriti Srivastava , M. Hanmandlu

DOI: 10.3233/IFS-2012-0541

关键词: Fuzzy classificationMembership functionFuzzy set operationsType-2 fuzzy sets and systemsNeuro-fuzzyDefuzzificationFuzzy measure theoryMathematicsFuzzy numberData mining

摘要: For dealing with adjacent input fuzzy sets having overlapping information, non-additive rules are formulated by defining their consequent as a function of measures, i.e., simple form Choquet integral. The measures aggregate the information from using λ-measure. defuzzified output these is also in general underlying model investigated for both identification and control non-linear systems. this involves strength known functions densities required to compute unknown be estimated. use q-measure provides more flexible powerful way simplifying computation λ-measure used take account interaction between sets. This has been successfully applied real life problem verifying authenticity offline signatures.

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