Cover of Mikhail Kanevski, Vadim Timonin, Alexi Pozdnukhov: Machine Learning for Spatial Environmental Data

Mikhail Kanevski, Vadim Timonin, Alexi Pozdnukhov Machine Learning for Spatial Environmental Data

Theory, Applications, and Software

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CRC Press

2009

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978-1-4398-0808-5

1-4398-0808-2

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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 lea

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