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

Volume

4

fYear

2011

fDate

26-28 July 2011

Firstpage

2437

Lastpage

2441

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on

Conference_Location

Shanghai

Print_ISBN

978-1-61284-180-9

Type

conf

DOI

10.1109/FSKD.2011.6020018

Filename

6020018