A comprehensive overview of basic clustering algorithms

Abstract

This paper attempts to cover the main algorithms used for clustering, with a brief and simple description of each. For each algorithm, I have selected the most common version to represent the entire family. Advantages and drawbacks are commented for each case, and the general idea of possible sub-variations is presented