An Efficient Algorithm to Mine Non Redundant Top K Association Rules
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2016, Vol 3, Issue 1
Abstract
Association rule mining is employed the foremost well-liked fiction within the field of analysis of knowledge mining. This paper presents a survey of some commonest techniques, that square measure often used for mining association rules from a knowledge set. Association mining may be a cardinal and advantageous researched data processing proficiency. However, looking on the choice of the arguments (the minimum support and minimum confidence), current algorithms will become terribly slow associated generate an exceptional large quantity of results or generate none or too few results, eliding helpful data, as a results of in apply users have restricted resources for analyzing the results and thus square measure usually only fascinated by discovering a particular amount of results, and fine standardization the parameters is time overwhelming. To handle this disadvantage, we tend to tend to propose associate formula to mine the top-k association rules, where k is that the variability of association rules to be found and is ready by the user. The formula utilizes a replacement approach for generating association rules named rule growths and includes several optimizations experimental results show that the formula has marvelous performance and quantify ability that it's associate advantageous completely different to classical association rule mining algorithms once the user would like to manage the number of rules generated.
Authors and Affiliations
Amardeep Kumar
Keywords
Related Articles
- EP ID EP242781
- DOI -
- Views 99
- Downloads 0
Quality Management and Statistical Performance in Industry
This study attempt to test the effect of Total Quality Management (TQM) competitive advantage and Industrial performance. The design of this research has quantitative Approach. Improving the quality with which an organiz...
Understanding and Addressing Violence Against Women - Human Trafficking
Human trafficking has received increasing global attention over the past decade. Initially, trafficking of women and girls for forced sex work and, to a lesser extent, domestic servitude, were the sole focus of advocacy...
Optimization and Analysis of Process parameters on MRR in EDM of AISI D3 Die Steel using SiC as Dielectric
In the manufacturing industries, various machining processes are adopted for removing the material from the work piece to obtain finished product. Due to demands for alloy materials having high hardness, toughness and im...
A Study of Variations of the Recti Muscles of the Eyeball in Cadavers
The human beings are a highly visual species. Most of our information about the world comes to us through our eyes and most of our cultural and intellectual heritage is stored and transmitted as words and images to which...
Migrant Labourers and their Health & Hygiene
In this research article, the writer has attempted to talk about the issues identifying with health and hygiene of migrant labourers. Since ages, the migratory working procedure is extremely widespread in India that offe...