Spatial data mining, i.e., discovery of interesting, implicit knowledge in spatial databases, is an important task for understanding and use of spatial data-and knowledge-bases. Statistical analysis has been the main method used for analyzing spatial data. Unfortunately, it has a number of weeknesses. In this paper, a number of methods based on knowledge discovery techniques for large databases...