Reducing dendrogram instability of features using rough set indiscernibility level

Cluster analysis is one of the most well known methods in data mining. One of the major problems in clustering is the dendrogram instability due to data input order. Rough set has already been used as an intelligent approach to data mining. The core concept of classical rough sets is to cluster similarities and differences of data objects based on the… (More)