Short Communication: GESCONDA: An intelligent data analysis system for knowledge discovery and management in environmental databases

Authors:
Karina Gibert;Miquel Sínchez-Marrè;Ignasi Rodríguez-Roda
Affiliations:
Department Statistics and Operation Research, Universitat Politècnica de Catalunya, C. Pau Gargallo 5, 08028 Barcelona, Catalonia, EU, Spain and Knowledge Engineering and Machine Learning gro ...;Knowledge Engineering and Machine Learning group (KEMLG), Universitat Politècnica de Catalunya, Campus Nord-Edifici C5, 08034 Barcelona, Catalonia, EU, Spain;Laboratori d'Enginyeria Química i Ambiental (LEQUIA), Universitat de Girona, Campus de Montilivi s/n, 17071 Girona, Catalonia, EU, Spain
Venue:
Environmental Modelling & Software
Year:
2006

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Abstract

In this work the GESCONDA software is presented. It is a tool for intelligent data analysis and implicit knowledge management of databases, with special focus on environmental databases. Differing from existing commercial systems, the more relevant aspects of this proposal are the incorporation of the statistical data filtering and pre-processing in the same software tool together with the intelligent data analysis techniques as well as the interaction of different data mining methods. Either statistical techniques or artificial intelligence techniques or even mixed techniques are combined and used to extract the knowledge contained within data.