English, Article edition: An Efficient Approach for Candidate Set Generation Nawar Malhis; Arden Ruttan; Hazem H. Refai

User activity

Share to:
 
Bookmark: http://trove.nla.gov.au/version/133543
Physical Description
  • article
Language
  • English

Edition details

Title
  • An Efficient Approach for Candidate Set Generation
Author
  • Nawar Malhis
  • Arden Ruttan
  • Hazem H. Refai
Physical Description
  • article
Notes
  • When Apriori was first introduced as an algorithm for discovering association rules in a database of market basket data, the problem of generating the candidate set of the large set was a bottleneck in Apriori's performance, both in space and computational requirements. At first, many unsuccessful attempts were made to improve the generation of a candidate set. Later, other algorithms that out performed Apriori were developed that generate association rules without using a candidate set. They used the counting property of association rules instead of generating the candidate set as Apriori does. However, the Apriori concept has been used in many different areas other than counting market basket items, and the candidate generation problem remains a bottleneck issue. The approach described here improves the overall time and space requirements by eliminating the need for a hash table/​tree of formation for the candidate set.
  • Candidate set generation, apriori, association rules, gene regulatory network, frequent episodes
  • RePEc:wsi:jikmxx:v:04:y:2005:i:04:p:287-291
Language
  • English
Contributed by
OAIster

Get this edition

  • Set up My libraries

    How do I set up "My libraries"?

    In order to set up a list of libraries that you have access to, you must first login or sign up. Then set up a personal list of libraries from your profile page by clicking on your user name at the top right of any screen.

  • All (1)
  • Unknown (1)
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.
None of your libraries hold this item.

User activity


e.g. test cricket, Perth (WA), "Parkes, Henry"

Separate different tags with a comma. To include a comma in your tag, surround the tag with double quotes.

Be the first to add a tag for this edition

Be the first to add this to a list

Comments and reviews

What are comments? Add a comment

No user comments or reviews for this version

Add a comment