Title:
Machine learning office software for environmental spatial data analysis
Personal Author:
Series:
Environmental sciences
Environmental sciences (Lausanne, Switzerland)
Publication Information:
Lausanne, Switzerland : EPFL Press ; Boca Raton, Fla. : Distributed by CRC Press, c2009
Physical Description:
1 CD-ROM ; 12 cm.
ISBN:
9780849382376
General Note:
Accompanies text entitled : Machine learning for spatial environmental data : theory, applications and software (QE33.2.M3 K36 2009)
Added Title:
Machine learning office
Available:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
|---|---|---|---|---|---|
Searching... | 30000010234015 | CP 020667 | Open Access Computer File | Compact Disc Accompanies Open Access Book | Searching... |
Searching... | 30000010117774 | CP 020667 | Closed Access Computer File | Compact Disk (Open Shelves) | Searching... |
On Order
Summary
Summary
This book discusses machine learning algorithms, such as artificial neural networks of different architectures, statistical learning theory, and Support Vector Machines used for the classification and mapping of spatially distributed data.nbsp; It presents basic geostatistical algorithms as well.nbsp;The authors describe new trends in machine learning and their application to spatial data. The text also includes real case studies based on environmental and pollution data. It includes a CD-ROM with software that will allow both students and researchers to put the concepts to practice.nbsp;nbsp;
