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Weakness of Association Rules: A Mechanism for Clustering
Abstract
We introduce the notion of weakness of an AR. After providing the intuition, we develop a weakness-based distance-function for clustering ARs. We cluster ARs obtained from a small artificial data set through the average-linkage method. The clusters are compared with those obtained by applying a commonly used method to the same data-set.
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