PAM clustering - Articles

CLARA - Clustering Large Applications

By kassambara, The 04/09/2017 in Partitioning Clustering Essentials

CLARA (Clustering Large Applications, (Kaufman and Rousseeuw 1990)) is an extension to k-medoids methods (Chapter @ref(k-medoids)) to deal with data containing a large number of objects (more... [Read more]

K-Medoids Essentials

By kassambara, The 04/09/2017 in Partitioning Clustering Essentials

The k-medoids algorithm is a clustering approach related to k-means clustering (chapter @ref(kmeans-clustering)) for partitioning a data set into k groups or clusters. In k-medoids clustering,... [Read more]