A Comparison: Fuzzy Signatures and Choquet Integral
Fuzzy Signatures are hierarchical multi aggregative descriptors of objects. They have reduced computational complexity compared to formal fuzzy rule based systems. Weighted Relevance Aggregation enhances the performance of hierarchical Fuzzy Signatures. Thus, they are very robust and flexible under perturbed input data. On the other hand the Choquet Integral, which is based on fuzzy measures, is a powerful aggregation tool in multi-criteria decision making. We compared Fuzzy Signatures and the...[Show more]
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|Source:||Fuzzy Systems. Proceedings of the 2008 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008)|
|01_Mendis_A_Comparison:_Fuzzy_Signatures_2008.pdf||228.97 kB||Adobe PDF||Request a copy|
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