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  • We study fuzzy attribute logic, i.e. a logic for reasoning about formulas of the form $A\Rightarrow B$ where $A$ and $B$ are fuzzy sets (non-sharp collections) of attributes. A formula $A\Rightarrow B$ is true in a data table with fuzzy attributes iff each object having all attributes from $A$ has also all attributes from $B$, membership degrees of $A$ and $B$ playing a role of thresholds. We present a set of axioms and prove syntactico-semantical completeness with respect to the data table semantics. We also prove some derived rules in our axiomatic system. Furthermore, we introduce a notion of a degree to which a fuzzy set $T$ of formulas entails a formula $A\Rightarrow B$ and prove completeness in Pavelka style (graded completeness) which says that a degree to which $A\Rightarrow B$ semantically follows from $T$ equals a degree to which $A\Rightarrow B$ is provable from $T$.
  • We study fuzzy attribute logic, i.e. a logic for reasoning about formulas of the form $A\Rightarrow B$ where $A$ and $B$ are fuzzy sets (non-sharp collections) of attributes. A formula $A\Rightarrow B$ is true in a data table with fuzzy attributes iff each object having all attributes from $A$ has also all attributes from $B$, membership degrees of $A$ and $B$ playing a role of thresholds. We present a set of axioms and prove syntactico-semantical completeness with respect to the data table semantics. We also prove some derived rules in our axiomatic system. Furthermore, we introduce a notion of a degree to which a fuzzy set $T$ of formulas entails a formula $A\Rightarrow B$ and prove completeness in Pavelka style (graded completeness) which says that a degree to which $A\Rightarrow B$ semantically follows from $T$ equals a degree to which $A\Rightarrow B$ is provable from $T$. (en)
Title
  • Axiomatizations of fuzzy attribute logic
  • Axiomatizations of fuzzy attribute logic (en)
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  • Axiomatizations of fuzzy attribute logic
  • Axiomatizations of fuzzy attribute logic (en)
skos:notation
  • RIV/61989592:15310/05:00002093!RIV10-MSM-15310___
http://linked.open...avai/riv/aktivita
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  • Z(MSM6198959214)
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  • 513451
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  • RIV/61989592:15310/05:00002093
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  • Axiomatizations; fuzzy attribute logic (en)
http://linked.open.../riv/klicoveSlovo
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  • [6FD87D59445D]
http://linked.open...i/riv/mistoVydani
  • Pune, India
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  • Proceedings of 2nd Indian International Conference on Artificial Intelligence
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  • Bělohlávek, Radim
  • Vychodil, Vilém
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Indian International Conference on Artificial Intelligence
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  • 0-9727412-1-6
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  • 15310
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