ASSOCIATION RULE MINING USING BIO INSPIRED BEES SWARM INTELLIGENCE ON CUDA

A. S. Shelar
2017 International Journal of Advanced Research in Computer Science  
Association Rule mining (ARM) is well studied and famous optimization problem which finds useful rules from given transactional databases. Many algorithms are already proposed in literature which shows their efficiency when dealing with different sizes of datasets. Unfortunately, their efficiency is not enough for handling large scale datasets. Bio inspiredbees swarm intelligence algorithm for association rule mining is more efficient. These kinds of problems need more powerful processors and
more » ... e time expensive. For such issues solution can be provided by graphics processing units (GPUs). They are massively multithreaded processors. In this case GPUs can be used to increase performance of the computation. Bees swarm intelligence algorithm for association rule mining can be designed using GPUs in multithreaded environment which will be efficient for given datasets.
doi:10.26483/ijarcs.v8i7.4572 fatcat:zr6my6dmdnf2jjwbi5cgbg4ozq