A Survey on Frequent Pattern Mining on DNA Sequence

Genes are an integral part of any organism’s body. It contains information about the various different processes and materials found inside the body. The Human Genome is like a blueprint of the human body, the Genes contain valuable information that is utilized by the cells in replicating themselves. Due to the fact that the genes should be studied as they can unlock a lot of information about our own bodies. Therefore, frequent itemset mining is the most eligible candidate for this application. This is due to the fact that the frequent itemsets are generated when frequently occurring genes or the defective genes are being encountered together. The gene data is particularly huge and cannot be processed with traditional techniques. therefore, this survey paper studies the existing works on frequent itemset mining and try to evaluate their limitations, thereby practicing to introduce a new model of effective frequent itemset mining for the DNA Sequence.