Regression - Yet Another Clustering Method 2001

Author:  by Piotr Gawrysiak

Abstract:  The paper contains description of a new clustering methodology that partitions data set into clusters, such that regression indetermination coefficient for data from each cluster is minimized. A clustering algorithm that realizes this methodology with genetic programming approaches, as well as, some experimental results are presented. The application of the algorithm for planning cellular telephone networks is discussed.