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Pattern Mining with Evolutionary Algorithms
Sebastian Ventura
€ 124.32
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Description for Pattern Mining with Evolutionary Algorithms
Hardback. Num Pages: 203 pages, 122 black & white illustrations, 4 colour illustrations, biography. BIC Classification: UMB; UNF; UYQP. Category: (G) General (US: Trade). Dimension: 235 x 155 x 13. Weight in Grams: 473.
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 strategies have been developed. Nevertheless, with the growing interest in the storage of information, more and more datasets comprise such a dimensionality that the discovery of interesting patterns becomes a ... Read more
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 strategies have been developed. Nevertheless, with the growing interest in the storage of information, more and more datasets comprise such a dimensionality that the discovery of interesting patterns becomes a ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Springer International Publishing AG
Condition
New
Number of Pages
190
Place of Publication
Cham, Switzerland
ISBN
9783319338576
SKU
V9783319338576
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Pattern Mining with Evolutionary Algorithms
Pattern Mining with Evolutionary Algorithms provides an overview of methods using evolutionary algorithms for discovering interesting patterns. The book is very useful and can potentially attract more people to carry out research and applications in pattern mining using evolutionary algorithms. ... I found it easy to read, well-written and well-structured, very beneficial and important for readers to develop substantial learning. ... Read more