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Titlebook: Uncertainty Modeling for Data Mining; A Label Semantics Ap Zengchang Qin,Yongchuan Tang Book 2014 The Editor(s) (if applicable) and The Aut

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A Prototype Theory Interpretation of Label Semantics, is now a popular tool for computing with words. which attempts to formally capture this human reasoning process. Furthermore, linguistic modeling based on fuzzy IF-THEN rules . has achieved promising results in many application areas. However, the currently proposed interpretations of the membershi
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Prototype-Based Rule Systems,t .”., where . is a set of prototypes of . and the constraint “about” is represented by a random threshold e with associated probability distribution δ. ε is interpreted as the uncertain upper bound on the distance an element . can be from the prototypes . for . to be appropriate to describe .. More
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Prototype-Based Rule Systems, representation framework, Tang and Lawry proposed a prototype-based IF-THEN rule of the form “IF . is about . THEN . is about .”, this type of rule has a very transparent structure with a natural semantic interpretation.. The induction of prototype-based rules is then shown to be relatively straightforward and computationally efficient..
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