Machine Learning for Spatial Environmental Data: Theory, Applications, and Software
Author:   Mikhail Kanevski (University of Lausanne, Switzerland) ,  Vadim Timonin (University of Lausanne, Switzerland) ,  Alexi Pozdnukhov (University of Lausanne, Switzerland) ,  Alexi Pozdnukhov
Publisher:   Taylor & Francis Inc
ISBN:  

9780849382376


Pages:   400
Publication Date:   01 April 2009
Format:   Hardback
Availability:   Awaiting stock   Availability explained
The supplier is currently out of stock of this item. It will be ordered for you and placed on backorder. Once it does come back in stock, we will ship it out for you.

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Machine Learning for Spatial Environmental Data: Theory, Applications, and Software


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Overview

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. It presents basic geostatistical algorithms as well. 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.

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Author:   Mikhail Kanevski (University of Lausanne, Switzerland) ,  Vadim Timonin (University of Lausanne, Switzerland) ,  Alexi Pozdnukhov (University of Lausanne, Switzerland) ,  Alexi Pozdnukhov
Publisher:   Taylor & Francis Inc
Imprint:   Routledge
Dimensions:   Width: 17.00cm , Height: 2.80cm , Length: 24.50cm
Weight:   0.846kg
ISBN:  

9780849382376


ISBN 10:   0849382378
Pages:   400
Publication Date:   01 April 2009
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Awaiting stock   Availability explained
The supplier is currently out of stock of this item. It will be ordered for you and placed on backorder. Once it does come back in stock, we will ship it out for you.

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