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Frequent Pattern Mining

Language EnglishEnglish
Book Paperback
Book Frequent Pattern Mining Charu C. Aggarwal
Libristo code: 14208314
Publishers Springer International Publishing AG, September 2016
This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each c... Full description
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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.

About the book

Full name Frequent Pattern Mining
Author Charu C. Aggarwal, Jiawei Han
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 471
EAN 9783319346892
ISBN 331934689X
Libristo code 14208314
Publishers Springer International Publishing AG
Weight 7372
Dimensions 155 x 235 x 29

Categories

Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Databases > Data mining
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