Title :
Using ADMIRE framework and language for data mining and integration in environmental application scenarios
Author :
Hluchy, Ladislav ; Habala, Ondrej ; Tran, Van-Long ; Krammer, Peter ; Simo, B.
Author_Institution :
Inst. of Inf., Slovak Acad. of Sci., Bratislava, Slovakia
Abstract :
We present the results of applying advanced data integration and data mining (DMI) techniques to several scenarios from the hydro-meteorological area. The technology used has been developed in the context of the FP7 project ADMIRE. It consists of a specialized DMI architecture, a set of tools implementing it, and a custom DMI process description language named DISPEL. We have used it to describe three scenarios defined by local domain experts. The scenarios have been tested with real data, and experimental results confirm the feasibility of using DMI in this area.
Keywords :
data mining; geophysics computing; hydrology; meteorology; sensor fusion; specification languages; ADMIRE framework; ADMIRE language; ADMIRE project; DISPEL process description language; Data Mining and Integration Research for Europe project; FP7 project; data mining and integration technique; hydro-meteorology; Data mining; Data models; Data processing; Distributed databases; Logic gates; Portals; User interfaces;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6020018
