Conformity analysis with structured query language

The paradigm shift from hypothesis-driven to data-driven exploratory data analysis methods has been gaining acceptance in several emerging research areas as self-organization, machine learning, data mining and bioinformatics. In this paper, a compact overview of such data-driven method is given with short discussion about some properties and implementation issues and an implementation with structured query language is presented. One could make use of database capabilities, thereby leveraging on more than a decade of effort spent in making these systems robust, portable, scalable and concurrent.