Cluster polygonization and qualitative cluster reasoning: overview

Abstract

Clustering groups similar objects and separates dissimilar objects. It has been widely used in many geospatial data mining applications. It reports aggregations and concentrations in large databases. There has been a lot of research in clustering, but relatively less attention has been paid to what contributed to those clusters. This article overviews qualitative reasoning techniques for clusters, and reviews qualitative cluster reasoning framework.