Frequent Pattern Mining
Charu C. Aggarwal, "Frequent Pattern Mining"
English | ISBN: 3319078208 | 2014 | 492 pages | PDF | 11 MB
English | ISBN: 3319078208 | 2014 | 492 pages | PDF | 11 MB
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.