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Frequent Pattern Mining

Language EnglishEnglish
Book Hardback
Book Frequent Pattern Mining Charu C. Aggarwal
Libristo code: 02684299
Publishers Springer International Publishing AG, August 2014
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.

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About the book

Full name Frequent Pattern Mining
Author Charu C. Aggarwal, Jiawei Han
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 471
EAN 9783319078205
ISBN 3319078208
Libristo code 02684299
Publishers Springer International Publishing AG
Weight 868
Dimensions 163 x 241 x 32

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Computing & Information Technology > Computer programming / software engineering > Database programming
Computing & Information Technology > Databases > Data mining
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