Optimization of Association Rule Mining through Genetic Algorithm
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 3
Abstract
Strong rule generation is an important area of data mining. In this paper we design a novel method for generation of strong rule. In which a general Apriori algorithm is used to generate the rules after that we use the optimization techniques. Genetic algorithm is one of the best ways to optimize the rules .In this direction for the optimization of the rule set we design a new fitness function that uses the concept of supervised learning then the GA will be able to generate the stronger rule set.
Authors and Affiliations
RUPALI HALDULAKAR , Prof. JITENDRA AGRAWAL
Keywords
Related Articles
- EP ID EP97305
- DOI -
- Views 88
- Downloads 0
Flood Frequency Analysis Using the Gumbel Distribution
This paper presents results of a study carried in Zimbabwe aimed at analysing the frequency of Nyanyadzi River floods using the Gumbel distribution. Extreme floods over recent years had washed away fields, destroyed infr...
Classification of Breast cancer by comparing Back propagation training algorithms
Breast cancer diagnosis has been approached by various machine learning techniques for many years. This paper presents a study on classification of Breast cancer using Feed Forward Artificial Neural Networks. Back propag...
Performance Analysis of AODV-UI Routing Protocol With Energy Consumption Improvement Under Mobility Models in Hybrid Ad hoc Network
In mobile ad hoc networks (MANETs), routing protocol plays the most important role. In the last decade, Ad hoc On-demand Distance Vector (AODV) routing protocol becomes the attention of focussed research on MANETs world...
A New Look to Traversal Algorithms Using Set Construct Data Structure
Tree traversal refers to the process of visiting or examining or updating each node in a tree data structure, exactly once, in a systematic way. Such traversals are classified by the order in which the nodes of the tree...
The State of Information and Communication Technology in Iran
Abstract—The development of information and communication technologies depend on several factors like government policy that encourage investors to spend their money in building IT infrastructure and force business or pa...