By considering the various of studies on loss functions with three-way decisions, a function based three-way decisions is proposed to generalize the existing models. A “four-level” approach with granular perspective is built, and the existing models can be categorized to a “four-level” framework through different decision criteria. Our work provides a novel “granularity” viewpoint on the current three-way decision researches.
CITATION STYLE
Liu, D., & Liang, D. (2014). An overview of function based three-way decisions. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8818, pp. 812–823). Springer Verlag. https://doi.org/10.1007/978-3-319-11740-9_74
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