Code: 02684299

Frequent Pattern Mining

Name: Frequent Pattern Mining
Brand: Springer International Publishing AG
SKU: 02684299
Price: 181.05 EUR
Availability: InStock
Author: Charu C. Aggarwal
ISBN: 9783319078205

by Charu C. Aggarwal, Jiawei Han

Language: English
Binding: Hardback
Number of pages: 471
Publisher: Springer International Publishing AG, 2014
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Book synopsis

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.