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Titlebook: Research and Development in Intelligent Systems XVII; Proceedings of ES200 Max Bramer,Alun Preece,Frans Coenen Conference proceedings 2001

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A Resource Limited Artificial Immune System for Data Analysisune systems for data analysis. A population control mechanism, inspired by the natural immune system, has been introduced to control population growth and allow termination of the learning algorithm. The new algorithm is presented, along with the immunological metaphors used as inspiration. Results
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A Case Study of Strategic Induction: the Roman Numerals Data Set advantage is that in problem-solving applications of the induced decision tree, the relevance of a selected attribute can be explained in strategic terms. However, as we show in this paper, Strategist’s policy of always giving priority to confirming the likeliest outcome class in the current subset
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Incremental Footprint-Based Retrieval largely on the performance of the case retrieval algorithm used. Smyth & McKenna [15] have described a novel retrieval technique, called footprint-based retrieval, which is guided by a model of case competence. Footprint-based retrieval as it stands benefits from superior efficiency characteristics
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