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Artificial Intelligence in geospatial analysis: applications of self-organizing...
Henriques, Roberto André PereiraA thesis submitted in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Information Systems. ; The size and dimensionality of available geospatial repositories increases every day, placing additional pressure on existing analysis tools, as they are expected to extract more knowledge from these databases. Most of these tools were created in a data poor environment and thus rarely ...
CARTO-SOM - Cartogram creation using self-organizing maps
Henriques, Roberto André PereiraDissertação apresentada como requisito parcial para obtenção do grau de Mestre em Ciência e Sistemas de Informação Geográfica ; The basic idea of a cartogram is to distort a map. This distortion comes from the substitution of area for some other variable (in most examples population). The objective is to scale each region according to the value it represents for the new variable, while keeping the map recogniz...
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