This paper discusses the possibilities of linking the fields of computational intelligence (CI), data mining and knowledge discovery. In this paper soft computing based data mining algorithms are defined and the extracted knowledge is represented using fuzzy rule-based expert systems. But the performance of the model and the ability to interpret it is of vital importance. Also the resulting rule bases must be small and easy to understand. This is where the CI techniques come into picture as they satisfy all the above requirements.
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