Frequent Pattern Mining

Frequent Pattern Mining
Author : Charu C. Aggarwal
Publisher : Springer
Total Pages : 471
Release : 2014-08-29
ISBN 10 : 9783319078212
ISBN 13 : 3319078216
Language : EN, FR, DE, ES & NL

Frequent Pattern Mining Book 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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