USING ADVANCED DATA MINING AND INTEGRATION IN ENVIRONMENTAL PREDICTION SCENARIOS

Abstract

We present one of the meteorological and hydrological experiments performed inthe FP7 project ADMIRE. It serves as an experimental platform for hydrologists,and we have used it also as a testing platform for a suite of advanced dataintegration and data mining (DMI) tools, developed within ADMIRE. The ideaof ADMIRE is to develop an advanced DMI platform accessible even to userswho are not familiar with data mining techniques. To this end, we have designeda novel DMI architecture, supported by a set of software tools, managed by DMIprocess descriptions written in a specialized high-level DMI language calledDISPEL, and controlled via several different user interfaces, each performinga different set of tasks and targeting different user group.

Keywords

• data mining
• data integration
• meteorology
• hydrology