10. Association Rules

  1. Mehmed Kantardzic

Published Online: 5 OCT 2011

DOI: 10.1002/9781118029145.ch10

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

How to Cite

Kantardzic, M. (2011) Association Rules, in Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118029145.ch10

Author Information

  1. University of Louisville, USA

Publication History

  1. Published Online: 5 OCT 2011
  2. Published Print: 29 JUL 2011

ISBN Information

Print ISBN: 9780470890455

Online ISBN: 9781118029145

SEARCH

Keywords:

  • association rules, data mining;
  • market-basket analysis;
  • FP growth methodology

Summary

This chapter contains sections titled:

  • Market-Basket Analysis

  • Algorithm Apriori

  • From Frequent Itemsets to Association Rules

  • Improving the Efficiency of the Apriori Algorithm

  • FP Growth Method

  • Associative-Classification Method

  • Multidimensional Association–Rules Mining

  • Review Questions and Problems

  • References for Further Study