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Article10.3233/ica-1995-2306

Fuzzy Logic and Data Quality in Real-Time Systems

Fernando Matı́a,Juan A. Aguilar-Crespo,A. Jiménez,Ricardo Sanz,José Manuel Lozano Domínguez-1995-07-01-Integrated Computer-Aided Engineering
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TL;DRAbstract

This paper discusses the application of fuzzy logic to solve data validation problems. We show how human expert knowledge is easily represented by means of fuzzy logic, a technique that allows one to manage linguistic terms, and so imprecision and uncertainty. The way in which this technique may be integrated, not only in a real-time system, but with other techniques carrying out the same task, is also discussed. Finally, an industrial application of these ideas is presented.

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This paper discusses the application of fuzzy logic to solve data validation problems. We show how human expert knowledge is easily represented by means of fuzzy logic, a technique that allows one to manage linguistic terms, and so imprecision and uncertainty. The way in which this technique may be integrated, not only in a real-time system, but with other techniques carrying out the same task, is also discussed. Finally, an industrial application of these ideas is presented.

Keywords

Fuzzy logicComputer scienceTask (project management)Fuzzy electronicsFuzzy set operationsArtificial intelligenceQuality (philosophy)Data mining

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