International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 116

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 12, December 2016


Improved Association Rule Mining based on UP-Growth Algorithm

Ashwini Patil | Poonam Gupta [7]


Abstract: Mining of associations have been considered from different point of views, the use of high-dimensional data sets could still be a hard process. Besides, one should considers that, regardless the heuristic considered to solve the problem, the number of data accesses is high, so a data structure that speeds up the queries is the keystone. In this regard, the goal is to propose a suitable data structure that enables to both handle and fast compute high-dimensional data sets. For that purpose, the desired data structure should allow either to simplify or to reorganize data items in order to reduce the data size and provide a faster access to the stored information. In this paper we introduce new algorithm known as UP-growth which has the ability to mine the high dimensional data in less time complexity.


Keywords: Association rule mining ARM, data access, data structure, index compression


Edition: Volume 5 Issue 12, December 2016,


Pages: 515 - 518


How to Cite this Article?

Ashwini Patil, Poonam Gupta, "Improved Association Rule Mining based on UP-Growth Algorithm", International Journal of Science and Research (IJSR), Volume 5 Issue 12, December 2016, pp. 515-518, https://www.ijsr.net/get_abstract.php?paper_id=ART20163484

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'data access'

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 3, March 2022

Pages: 1275 - 1279

A Novel Technique for Authorship Verification of Hijacked Online Social Networks User Accounts

Astha Gupta [2] | Mahesh Parmar

Share this Article

Downloads: 86

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013

Pages: 297 - 300

Balancing the Trade-Offs between Data Availability and Query Delay in MANETs

Umar I. Masumdar | N. S. Killarikar

Share this Article


Top