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Self-organising maps: applications in geographic indormation science
Self-organising Maps: applications in geographic information science brings together innovative geographic research involving use of the self organising map (SOM) method. The range of application in this book demonstrate how innovate artificia inteligence and neural network methods such as SOMsoffer novel opportunities to geospasial experts and how these tools can be adapted for specific geographic needs. The book begins with an overview of the SOM technique and the most commonly used (and often freely available) software. It the looks at different uses of the techniques, namely clustering, data mining, and cartography, from a range of application areas in physical and socio-economic environments.
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