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Titlebook: Intelligent Data Engineering and Automated Learning - IDEAL 2002; Third International Hujun Yin,Nigel Allinson,Simon Hubbard Conference pr

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A Knowledge Discovery by Fuzzy Rule Based Hopfield Network of fuzzy membership functions using adapted self-organizing feature map (SOFM). Secondly, we use the centers of Gaussian membership functions derived from previous step to determine the widths of Gaussian membership functions by means of the first-nearest-neighbor heuristic. Thirdly, it builds a we
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Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchiescertain taxonomical hierarchy where each class is a concept specification either defined by an expert or learnt from data. We present this as a good framework within which to perform information fusion. We show through a simple example how learnt information and uncertain expert knowledge can be rep
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A Knowledge-Based Information Extraction System for Semi-structured Labeled Documentsinformation extraction system, XTROS, is described. In contrast with previous wrapper learning agents, XTROS represents both the domain knowledge and the wrappers by XML documents to increase modularity, flexibility, and interoperability. XTROS shows good performance on several Web sites in the doma
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