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Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/7897

Title: Spatial Data Mining: From Theory to Practice with Free Software
Authors: BOGORNY, Vania
ALVARES, Luis Otavio
Issue Date: 2007
Publisher: Nova Prova Gráfica e Editora
Citation: Proceedings of WSL International Workshop on Free Software (WSL'07). p. 205-212.
Abstract: One of the main challenges in spatial data mining is to automate the data preparation tasks, which consume more than 60% of the effort and time required for knowledge discovery in geographic databases. In this paper we present an extension of the classical open source data mining toolkit WEKA to support automatic geographic data preprocessing. We propose Weka- GDPM+, which is interoperable with all geographic information systems constructed under OGC specifications. We tested Weka-GDPM+ with geographic databases stored into PostGIS, which is an open source GDBMS and is implemented according to OGC standards.
URI: http://hdl.handle.net/1942/7897
Category: C2
Type: Proceedings Paper
Appears in Collections: Research publications

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