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Machine learning for spatial environ...

Kanevski, Mikhail.

Machine learning for spatial environmental data :theory, applications and software /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine learning for spatial environmental data :Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.
其他題名:	theory, applications and software /
作者:	Kanevski, Mikhail.
其他作者:	Timonin, Vadim.
出版者:	Lausanne, Switzerland :EPFL Press ;c2009.
面頁冊數:	xii, 377 p. :ill. (some col.), maps ;25 cm. +1 CD-ROM (4 3/4 in.).
附註:	Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
附註:	At head of title: Environmental engineering.
標題:	Environmental mappingSoftware.
ISBN:	9780849382376 (hbk. : CRC Press) :

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

Machine learning for spatial environmental data :theory, applications and software /Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin. - 1st ed. - Lausanne, Switzerland :EPFL Press ;c2009. - xii, 377 p. :ill. (some col.), maps ;25 cm. +1 CD-ROM (4 3/4 in.). - Environmental sciences. - Environmental sciences (Lausanne, Switzerland).

Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.

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.

Accompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data.

ISBN: 9780849382376 (hbk. : CRC Press) :NT$2993Subjects--Topical Terms:

490499
Environmental mapping
--Software.

LC Class. No.: QE33.2.M3 / K16 2009

Dewey Class. No.: 550

Machine learning for spatial environmental data :theory, applications and software /
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100 1 $a Kanevski, Mikhail. $3 490495
245 1 0 $a Machine learning for spatial environmental data : $b theory, applications and software / $c Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.
250 $a 1st ed.
260 $a Lausanne, Switzerland : $a Boca Raton, Fla. : $b EPFL Press ; $c c2009. $b Distributed by CRC Press,
300 $a xii, 377 p. : $b ill. (some col.), maps ; $c 25 cm. + $e 1 CD-ROM (4 3/4 in.).
490 1 $a Environmental sciences
500 $a Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
500 $a At head of title: Environmental engineering.
504 $a Includes bibliographical references (p. [347]-371) and index.
505 0 $a Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods.
520 $a Accompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data.
650 0 $a Environmental mapping $v Software. $3 490499
650 0 $a Machine learning. $3 188639
650 0 $a Geospatial data. $3 339520
650 0 $a Mappings (Mathematics) $3 338109
650 0 $a Cartography $x Computer programs. $3 485204
650 0 $a Geographic information systems. $3 193348
700 1 $a Timonin, Vadim. $3 490497
700 1 $a Pozdnoukhov, Alexei. $3 490496
740 0 2 $a Machine learning office.
830 0 $a Environmental sciences (Lausanne, Switzerland) $3 490498