منابع مشابه
Dynamic Association Rule Mining using Genetic Algorithms
A large volume of transaction data is generated everyday in a number of applications. These dynamic data sets have immense potential for reflecting changes in customer behaviour patterns. One of the strategies of data mining is association rule discovery which correlates the occurrence of certain attributes in the database leading to the identification of large data itemsets. This chapter seeks...
متن کاملGeneralized Association Rule Mining Using Genetic Algorithms
We formulate a general Association rule mining model for extracting useful information from very large databases. An interactive Association rule mining system is designed using a combination of genetic algorithms and a modified a-priori based algorithm. The association rule mining problem is modeled as a multi-objective combinatorial problem which is solved using genetic algorithms. The combin...
متن کاملAssociation Rule Mining Using Particle Swarm Optimization
Data mining is the process of discovering new relevant information in terms of patterns from large amount of data. Association rule mining is one of very important data mining techniques. Swarm optimization is a new subfield of artificial intelligence which studies the cooperative performance of simple agents. In this paper, proposed a new efficient algorithm for exploring high-class associatio...
متن کاملOptimization of Association Rule Mining Techniques Using Ant Colony Optimization
Data Mining is used to discover the knowledge from large amount of databases and transform it into a flexible structure. Association rule mining (ARM) is the essential part of data mining process. Finding good quality of association rules between items in large databases has been an important and challenging association rule mining problem. The rules mined through ARM algorithms are used for de...
متن کاملAlgorithms for Association Rule Mining
Association Rule Mining (ARM) is one of the important data mining tasks that has been extensively researched by data-mining community and has found wide applications in industry. An Association Rule is a pattern that implies co-occurrence of events or items in a database. Knowledge of such relationships in a database can be employed in strategic decision making in both commercial and scientific...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2012
ISSN: 0975-8887
DOI: 10.5120/9591-4210