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Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna




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 | #5023353 in Books |  2016-06-14 | Original language:English | PDF # 1 |  9.21 x.50 x6.14l,.0 | File type: PDF | 190 pages

|| |   | | |From the Back Cover|   

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the discovery process suffers from both high runtime and memory requirements, especially when high dimensional datasets are analyzed. To solve this issue, many pruning strat...

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