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Machine learning for spatial environmental data : theory, applications and software /

by Kanevski, Mikhail.
Authors: Pozdnoukhov, Alexei.%joint author | Timonin, Vadim.%joint author Series: Environmental sciences. Published by : EPFL Press, (Lausanne :) Physical details: xii, 377 p. : ill. (some col.), maps ; 25 cm. + 1 CD-ROM (4 3/4 in.) ISBN: 0849382378 Subject(s): Environmental mapping %Software. | Machine learning. | Geospatial data. | Mappings (Mathematics) | Cartography %Computer programs. | Geographic information systems. Year: 2009
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Item type Location Call Number Status Notes Date Due
Book Book AUM Main Library 550 K36 (Browse Shelf) Available JBC/2011/11367
Book Book AUM Main Library 550 K36 (Browse Shelf) Available JBC/2011/11367

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.

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