| Title:
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FREQUENT PATTERN MINING
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| By: |
Charu C. Aggarwal (Editor), Jiawei Han (Editor) |
| Format: |
Hardback |
| List price:
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£129.99 |
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| ISBN 10: |
3319078208 |
| ISBN 13: |
9783319078205 |
| Publisher: |
SPRINGER INTERNATIONAL PUBLISHING AG |
| Pub. date: |
30 August, 2014 |
| Edition: |
2014 ed. |
| Pages: |
471 |
| Description: |
Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. 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. |
| Synopsis: |
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. |
| Illustrations: |
20 Tables, black and white; 19 Illustrations, color; 64 Illustrations, |
| Publication: |
Switzerland |
| Imprint: |
Springer International Publishing AG |
| Returns: |
Returnable |