| Document Type
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BL
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| Record Number
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699620
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| Doc. No
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b521809
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| Main Entry
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Kanevski, Mikhail
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| Title & Author
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Machine learning for spatial environmental data : : theory, applications and software /\ Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin
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| Edition Statement
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1st ed
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| Publication Statement
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Lausanne, Switzerland :: EPFL Press ;Boca Raton, Fla. :: Distributed by CRC Press,, c2009
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| Series Statement
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Environmental sciences
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| Page. NO
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xii, 377 p. :: ill. (some col.), maps ;; 25 cm. + 1 CD-ROM (4 3/4 in.)
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| ISBN
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0849382378 (hbk. : CRC Press)
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: 294022224X (hbk. : EPFL Press)
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: 9780849382376 (hbk. : CRC Press)
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: 9782940222247 (hbk. : EPFL Press)
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| Notes
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At head of title: Environmental engineering
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Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version
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| Bibliographies/Indexes
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Includes bibliographical references (p. [347]-371) and index
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| Contents
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Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods
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| Subject
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Cartography-- Computer programs
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| Subject
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Environmental mapping, Software
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Geographic information systems
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Geospatial data
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| Subject
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Machine learning
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Mappings (Mathematics)
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| Dewey Classification
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550
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| LC Classification
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QE33.2.M3K36 2009
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| Added Entry
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Pozdnoukhov, Alexei
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Timonin, Vadim
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