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Construction of Kernel Aggregation Operators from Marginal Values

Binary kernel aggregation operators are studied, especially construction of kernel aggregation operators from the given values at boundary points. Kernel aggregation operators uniquely determined by their marginal values are characterized. The importance of shift invariant aggregation operators and k-medians for construction of such aggregation operators is shown. Several examples are given.