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In dynamic environments, making classification decisions based on classical intelligent decision support systems is a … challenge, as the classification performance of decision-making and the time-cost of learning need to be considered … simultaneously. Moreover, many tasks of classification decisions lack label information because annotating data is time …
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Introduction -- Multiplicative pairwise comparisons -- Inconsistency indices and their properties -- Inconsistency reduction -- Alternative approaches to the evaluation of inconsistency in pairwise comparisons -- Inconsistency of incomplete pairwise comparisons matrices -- Ordinal inconsistency.
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We study the classical multi-stage stochastic decision problem, wherein the exact distribution of uncertainty is unknown. We first employ an ambiguity set to characterize the potential distributions and model the problem within the conventional framework of distributionally robust optimization....
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