Erschienen: 16.09.2014 Abbildung von Aggarwal / Han | Frequent Pattern Mining | 1. Auflage | 2014 | beck-shop.de

Aggarwal / Han

Frequent Pattern Mining

Buch. Hardcover

2014

xix, 471 S. 64 s/w-Abbildungen, 19 Farbabbildungen, 20 s/w-Tabelle, Bibliographien

In englischer Sprache

Springer. ISBN 978-3-319-07820-5

Format (B x L): 15,5 x 23,5 cm

Gewicht: 895 g

Produktbeschreibung

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.

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