Data Clustering Techniques

Data Clustering Techniques

Abstract

There are many huge databases and these datasets are continuously becoming larger. It is important in many fields to analyze such huge datasets and find some important results. Thus clustering means to analyze data and group in such a way that it is easier to come to some proper conclusions.
In this seminar, we present the state of the art in clustering techniques, mainly from the data mining point of view. We discuss the procedures clustering involves and try to investigate advantages and disadvantages of proposed solutions. Finally, we shall present our suggestions for future research in the field.