Machine learning for spatial environmental data [[Book] :]theory, applications and software / Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin.
Von: Kanevski, Mikhail.
Mitwirkende(r): Kanevski, Mikhail | Timonin, Vadim | Pozdnoukhov, Alexei.
Materialtyp:
BuchReihen: Verlag: Lausanne, Switzerland : Boca Raton, Fla. : EPFL Press ; Distributed by CRC Press, c2009Auflage: 1st ed.Beschreibung: xii, 377 p. : ill. (some col.), maps ; 25 cm. + +1 CD-ROM (4 3/4 in.).ISBN: 9780849382376 (hbk. : CRC Press); 9782940222247 (hbk. : EPFL Press).Schlagwörter: Environmental mapping -- Software | Machine learning | Geospatial data | Mappings (Mathematics) | Cartography -- Computer programs | Geographic information systemsDDC-Klassifikation: 550
Inhalte:
Zusammenfassung: Accompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data.
Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods.
| Medientyp | Aktueller Standort | Signatur | Exemplarnr. | Status | Fälligkeitsdatum |
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Books
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6october 1104 | 550 K M (Regal durchstöbern) | 1 | Verfügbar |
Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version.
At head of title: Environmental engineering.
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.
All age.
System requirements for accompanying CD-ROM: Windows XP or Vista; CD-ROM drive.
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