A growing attention has been directed to the study, development and application of data mining. As a result there is an urgent need for sophisticated techniques and tools that can be utilized to explore new fields of data mining, e.g. spatial data mining in the context of spatial-temporal characteristics, streaming data mining, biomedical data mining, etc.