Abstract
In this chapter, we discuss briefly main notions: problems with many-valued decisions, decision tables corresponding to these problems, decision and inhibitory trees, rules, and systems of rules. We consider only depth of trees, and length of rules and systems of rules. After that, we concentrate on consideration of simple examples of problems with many-valued decisions from different areas of applications: fault diagnosis, computational geometry, combinatorial optimization, and analysis of data. At the end, we discuss two examples which explain why we study not only decision but also inhibitory rules and trees.
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Alsolami, F., Azad, M., Chikalov, I., Moshkov, M. (2020). Explaining Examples. In: Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions. Intelligent Systems Reference Library, vol 156. Springer, Cham. https://doi.org/10.1007/978-3-030-12854-8_2
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DOI: https://doi.org/10.1007/978-3-030-12854-8_2
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