000 02089cam a2200481 a 4500
005 20150712005534.0
006 m m
007 co ugu
008 080204s2009 sz ab b 001 0 eng
020 _a9780849382376 (hbk. : CRC Press)
020 _a9782940222247 (hbk. : EPFL Press)
040 _aCaNFSM
_beng
_cAU|
_dBWX
050 4 _aQE33.2.M3
_bK36 2009
060 _bK M
082 1 _a550
084 _a550
_bK M
100 1 _aKanevski, Mikhail.
245 1 0 _aMachine learning for spatial environmental data
_h[[Book] :]
_btheory, applications and software /
_cMikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.
250 _a1st ed.
260 _aLausanne, Switzerland :
_bEPFL Press ;
_aBoca Raton, Fla. :
_bDistributed by CRC Press,
_cc2009.
300 _axii, 377 p. :
_bill. (some col.), maps ;
_c25 cm. +
_e +1 CD-ROM (4 3/4 in.).
490 1 _aEnvironmental sciences
500 _aTitle on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
500 _aAt head of title: Environmental engineering.
504 _aIncludes bibliographical references (p. [347]-371) and index.
505 0 _aLearning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods.
520 _aAccompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data.
521 _aAll age.
538 _aSystem requirements for accompanying CD-ROM: Windows XP or Vista; CD-ROM drive.
650 0 _aEnvironmental mapping
_vSoftware.
650 0 _aMachine learning.
650 0 _aGeospatial data.
650 0 _aMappings (Mathematics).
650 0 _aCartography
_xComputer programs.
650 0 _aGeographic information systems.
700 1 _aKanevski, Mikhail.
700 1 _aTimonin, Vadim.
700 1 _aPozdnoukhov, Alexei.
740 0 2 _aMachine learning office.
001 0000073951
003 0000
942 _cBK
999 _c55097
_d55097