Book 2014

Frequent Pattern Mining

Editors:

ISBN: 978-3-319-07820-5 (Print) 978-3-319-07821-2 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-xix

  2. No Access

    Chapter

    Pages 1-17

    An Introduction to Frequent Pattern Mining

  3. No Access

    Chapter

    Pages 19-64

    Frequent Pattern Mining Algorithms: A Survey

  4. No Access

    Chapter

    Pages 65-81

    Pattern-Growth Methods

  5. No Access

    Chapter

    Pages 83-104

    Mining Long Patterns

  6. No Access

    Chapter

    Pages 105-134

    Interesting Patterns

  7. No Access

    Chapter

    Pages 135-145

    Negative Association Rules

  8. No Access

    Chapter

    Pages 147-163

    Constraint-Based Pattern Mining

  9. No Access

    Chapter

    Pages 165-198

    Mining and Using Sets of Patterns through Compression

  10. No Access

    Chapter

    Pages 199-224

    Frequent Pattern Mining in Data Streams

  11. No Access

    Chapter

    Pages 225-259

    Big Data Frequent Pattern Mining

  12. No Access

    Chapter

    Pages 261-282

    Sequential Pattern Mining

  13. No Access

    Chapter

    Pages 283-306

    Spatiotemporal Pattern Mining: Algorithms and Applications

  14. No Access

    Chapter

    Pages 307-338

    Mining Graph Patterns

  15. No Access

    Chapter

    Pages 339-367

    Uncertain Frequent Pattern Mining

  16. No Access

    Chapter

    Pages 369-401

    Privacy Issues in Association Rule Mining

  17. No Access

    Chapter

    Pages 403-423

    Frequent Pattern Mining Algorithms for Data Clustering

  18. No Access

    Chapter

    Pages 425-442

    Supervised Pattern Mining and Applications to Classification

  19. No Access

    Chapter

    Pages 443-467

    Applications of Frequent Pattern Mining

  20. Back Matter

    Pages 469-471