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Manuscripts, Theses
Machine learning for spatial environmental data : theory, applications and software
- Author / Creator
- Available as
- Online
Details
- Creator
- Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin
- Included Title
-
- Machine learning office
- Format
- Manuscripts, Theses
- Language
- English
- Contributors
- Publication
-
- 1st edition
- Lausanne, Switzerland : EPFL Press ; Boca Raton, Fla. : Distributed by CRC Press, 2009
- ©2009
- Physical Details
-
- 1 online resource (xii, 377 pages) : illustrations (some color), maps
- ISBNs
- 9781439808085, 1439808082, 1439808082, 9780849382376, 0849382378, 9780849382376
- OCLC
- ocn663608964
- Includes bibliographical references (pages 347-371) and index.
- Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods