This book discusses machine learning algorithms, such as artificial neural networks of different architectures, statistical learning theory, and Support Vector Machines used for the classification and mapping of spatially distributed data. It presents basic geostatistical algorithms as well. The authors describe new trends in machine learning and their application to spatial data. The text also includes real case studies based on environmental and pollution data. It includes a CD-ROM with software that will allow both students and researchers to put the concepts to practice.
- ISBN10 0849382378
- ISBN13 9780849382376
- Publish Date 1 April 2009 (first published 1 January 2009)
- Publish Status Active
- Publish Country US
- Publisher Taylor & Francis Inc
- Imprint Routledge Member of the Taylor and Francis Group
- Format Hardcover
- Pages 400
- Language English