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Domain independence may be problematic because, according to normative discounted utility theory, discount rates should not change with decision domain (Chapman 2003).
The 2-tuple fuzzy linguistic computing manner to transform the heterogeneous information assessed by multiple experts into an identical decision domain is inherent in the proposed method.
Various adaptive strategies are obtained in this way depending on the objective function which may deal with discounted or undiscounted criteria and constraints that may limit the decision domain.
The difficulty is in the exploitation of dominance relations in order to discard the so-called non-Pareto optimal solutions inside a decision domain, which complicates the design of complete and efficient constraint propagation methods exploiting dominance relations.
The paper extends previous research by studying loss aversion and scale compatibility simultaneously and in a quantitative manner, by looking at a new decision domain, medical decision making, and by using an experimental design that is less conducive to violations of procedure invariance.
In the decision domain, it predicts faster and more accurate choices with higher reward.
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Figure 1 Decision domains for data governance.
In other words, governance covers not only the decision domains, but also accountability for decision-making.
However, the same research methodology can be utilized to extract requirements in other decision domains.
Our approach is designed for adaptation to different imaging modalities, image features, and histological decision domains.
In Figure 1, the main decision domains in predictive toxicology data governance that this paper focuses on are depicted.
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