An Efficient Implementation of Apriori Algorithm Based on Hadoop-Mapreduce Model Finding frequent itemsets is one of the most important fields of data mining.

The optimal parameters are optimized by Apriori learning algorithm, and the routing detection protocol of ship communication network is designed. Implementation of network routing optimization design.

In this paper, the authors propose a hybrid system of SMS classification to detect spam or ham, using Naive Bayes classifier and Apriori algorithm.