Generating Recurrent Patterns Using Clique Algorithm

Generating Recurrent Patterns Using Clique Algorithm Bipin Nair B J Lecturer in Department of Computer Science Amrita Vishwa Vidyapeetham, Mysore Campus, Karnataka, INDIA _________________________________________________________________________________________ Abstract: Clustering is one of the several machine learning techniques to find out frequent patterns. Most of the clustering methods are not designed for high dimensional data. As the dimensions increase, cluster formation becomes a major challenge in data mining. As a solution to this problem, an algorithm called clique is introduced. Clique is a clustering algorithm which helps to find frequent patterns from high dimensional data. In many real world applications, this clustering technique is being used. This report will look into the sales application, where we can find frequent patterns in product sales. This algorithm can be regarded as one of the ways to improve sales.