An Overview on Clustering Methods

Understand

Clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics.

• Clustering is the process of grouping similar objects into different groups, or more precisely, the partitioning of a data set into subsets, so that the data in each subset according to some defined distance measure.
• This paper covers about clustering algorithms, benefits and its applications.
• Paper concludes by discussing some limitations.