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 |