Machine learning for spatial environmental data : theory, applications and software /
Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.
- Lausanne : EPFL Press, 2009.
- xii, 377 p. : ill. (some col.), maps ; 25 cm. + 1 CD-ROM (4 3/4 in.)
- Environmental sciences. .
- Environmental sciences (Lausanne, Switzerland) .
Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version. At head of title: Environmental engineering.
Includes bibliographical references (p. [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.
System requirements for accompanying CD-ROM: Windows XP or Vista.