Feature selection is a fundamental process to avoid overfitting and reduce the size of databases without significant loss information that applies hierarchical clustering. Dendrograms are graphical representations clustering algorithms for single linkage can be interpreted as minimum spanning trees in complete network defined by database. In this work, we introduce problem determines jointly se...