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

by Kanevski, Mikhail.
Authors: Pozdnoukhov, Alexei. | Timonin, Vadim. 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 Date Due
Book Book AUM Main Library 550 K36 (Browse Shelf) Available
Book Book AUM Main Library 550 K36 (Browse Shelf) Available

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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