Frequent pattern mining may generate many superfluous patterns. Therefore, it is important to develop methods that mine

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Frequent pattern mining may generate many superfluous patterns. Therefore, it is important to develop methods that mine compressed patterns. Suppose a user would like to obtain only \(k\) patterns (where \(k\) is a small integer). Outline an efficient method that generates the \(\boldsymbol{k}\) most representative patterns, where more distinct patterns are preferred over very similar patterns. Illustrate the effectiveness of your method using a small data set.

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Data Mining Concepts And Techniques

ISBN: 9780128117613

4th Edition

Authors: Jiawei Han, Jian Pei, Hanghang Tong

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