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Self-Organising Maps: Applications in Geographic Information Science

Publication Year:
2008
Edition:
1st
Author:
Agarwal, Pragya; Skupin, Andre
Publisher:
Wiley
ISBN:
978-0-47-002167-5
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Description
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 applications in this book demonstrates how innovative artificial intelligence and neural network methods such as SOMs offer novel opportunities to geospatial 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 then looks at different uses of the technique, namely clustering, data mining, and cartography, from a range of application areas in physical and socio-economic environments.

This book will be an invaluable reference to researchers in the field who are looking for a comprehensive overview of the subject, by providing a clear explanation and understanding of this novel technique. Advanced undergraduates and post-graduates undertaking a research project in GIScience techniques will also find this book useful.
Details
Platform:
OvidSP
Publisher:
Wiley
Product Type:
Book
Author:
Agarwal, Pragya; Skupin, Andre
ISBN:
978-0-47-002167-5
Specialty:
  • Earth & Geological Sciences
Language:
English
Edition:
1st
Pages:
214
Publication Year:
2008

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