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Soft computing-based decision support tools for spatial data

Lookup NU author(s): Dr James Taylor

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Abstract

In many fields, due to the increasing number of automatic sensors and devices, there is an emerging need to integrate georeferenced and temporal data into decision support tools. Geographic Information Systems (GIS) and Geostatistics lack some functionalities for modelling and reasoning using georeferenced data. Soft computing techniques and software suited to these needs may be useful to implement new functionalities and use them for modelling and decision making. This work presents an open source framework designed for that purpose. It is based upon open source toolboxes, and its design is inspired by the fuzzy software capabilities developed in FisPro for ordinary non-georeferenced data. Two real world applications in Agronomy are included, and some perspectives are given to meet the challenge of using soft computing for georeferenced data.

Publication metadata

Author(s): Guillaume S, Charnomordic B, Tisseyre B, Taylor J

Publication type: Article

Publication status: Published

Journal: International Journal of Computational Intelligence Systems

Year: 2013

Volume: 6

Issue: Suppl. 1

Pages: 18-33

Print publication date: 26/06/2013

ISSN (print): 1875-6891

ISSN (electronic): 1875-6883

Publisher: Atlantis Press

URL: http://dx.doi.org/10.1080/18756891.2013.818185

DOI: 10.1080/18756891.2013.818185

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