Implementation of Apriori Algorithm in MATLAB using Attribute Affinity Matrix

Download Now
Provided by: Creative Commons
Topic: Big Data
Format: PDF
One of the most popular methods of data mining from large scale data warehouse is association rule mining with the help of Apriori algorithm. In this paper a new approach to implement Apriori algorithm using MATLAB is presented which efficiently mines the frequent data itemsets from a large database. Using this approach the attribute affinity matrix-a new methodology for implementing Apriori algorithm is presented. With the help of experimental results, it is being demonstrated that the Apriori algorithm when implemented in MATLAB performs better than to the existing Apriori algorithm.
Download Now

Find By Topic