/ Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin
1st ed.
Lausanne, Switzerland
: EPFL Press ;Boca Raton, Fla. :Distributed by CRC Press,
, c2009.
xii, 377 p.
: ill. (some col.), maps
; 25 cm. + 1 CD-ROM (4 3/4 in.)
(Environmental sciences.)
Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
original title: At head of title: Environmental engineering..
Print - Electronic
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.
Environmental sciences (Lausanne, Switzerland)
Machine learning office
Environmental mapping--Software
Machine learning.
Geospatial data.
Mappings (Mathematics)
Cartography--Computer programs
Geographic information systems.
550
QE33
.
2
.
M3
,
K36
2009
Kanevski, Mikhail
Pozdnoukhov, Alexei
Timonin, Vadim
ایران
Machine Learning for Spatial Environmental Data: Theory, Applications, and Software