ECU Libraries Catalog

Machine learning for spatial environmental data : theory, applications and software / Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.

Author/creator Kanevski, Mikhail
Other author/creatorPozdnoukhov, Alexei.
Other author/creatorTimonin, Vadim.
Format Software, Book, Print, and Electronic
Edition1st ed.
Publication InfoLausanne, Switzerland : EPFL Press ; Boca Raton, Fla. : Distributed by CRC Press, ©2009.
Descriptionxii, 377 pages : illustrations (some color), maps ; 25 cm + 1 CD-ROM (4 3/4 in.)
Subject(s)
Environmental mapping--Software.
Machine learning.
Geospatial data.
Mappings (Mathematics)
Cartography--Computer programs.
Geographic information systems.
Series Environmental sciences
Environmental sciences (Lausanne, Switzerland) ^A1004431
Contents Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods.
Abstract Accompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data.
General noteTitle on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
General noteAt head of title: Environmental engineering.
Bibliography noteIncludes bibliographical references (p. [347]-371) and index.
Technical detailsSystem requirements for accompanying CD-ROM: Windows XP or Vista; CD-ROM drive.
Other titleMachine learning office.
ISBN9780849382376 (hbk. : CRC Press)
ISBN0849382378 (hbk. : CRC Press)
ISBN9782940222247 (hbk. : EPFL Press)
ISBN294022224X (hbk. : EPFL Press)

Available Items

Library Location Call Number Status Item Actions
Joyner General Stacks QE33.2.M3 K36 2009 ✔ Available Place Hold
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