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Categorization and construction of rule based systems

Liu, H., Gegov, A. and Stahl, F. (2014) Categorization and construction of rule based systems. In: 15th International Conference on Engineering Applications of Neural Networks, Sofia, Bulgaria, pp. 183-194. (Engineering Applications of Neural Networks: Mladenov, Valeri, Jayne, Chrisina, Iliadis, Lazaros (eds.) Communications in Computer and Information Science, Vol. 459 Springer)

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Expert systems have been increasingly popular for commercial importance. A rule based system is a special type of an expert system, which consists of a set of ‘if-then‘ rules and can be applied as a decision support system in many areas such as healthcare, transportation and security. Rule based systems can be constructed based on both expert knowledge and data. This paper aims to introduce the theory of rule based systems especially on categorization and construction of such systems from a conceptual point of view. This paper also introduces rule based systems for classification tasks in detail.

Item Type:Conference or Workshop Item (Paper)
Divisions:Science > School of Mathematical, Physical and Computational Sciences > Department of Computer Science
ID Code:37075

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