Author | : Charu C. Aggarwal |
File Size | : 52,7 Mb |
Publisher | : Springer |
Language | : English |
Release Date | : 29 August 2014 |
ISBN | : 9783319078212 |
Pages | : 471 pages |
Frequent Pattern Mining by Charu C. Aggarwal Book PDF Summary
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.