Frequent Pattern Mining
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Frequent Pattern Mining

SKU: 9783319078212

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Additional information

Full Title

Frequent Pattern Mining
Author(s)

Author
Edition
ISBN

9783319078212, 9783319078205
Publisher

Springer
Format

PDF and EPUB

Description

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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