Abstract
Clustering is a data mining problem that consists on providing a set of data, grouping its objects so that the objects that are more similar to each other can be in the same cluster and the least similar objects can be allocated in other clusters. In general, the number of clusters is previously defined for the separation of objects. However, in many real-world situations, the number of c…