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Machine Learning for Spatial Environmental Data: Theory, Applications, and Software (Environmental Sciences: Environmental Engineering) - Tapa dura
Sinopsis
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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Reseña del editor
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.
"Sobre este título" puede pertenecer a otra edición de este libro.
- EditorialEPFL Press
- Año de publicación2009
- ISBN 10 0849382378
- ISBN 13 9780849382376
- EncuadernaciónTapa dura
- IdiomaInglés
- Número de edición1
- Número de páginas400
- Contacto del fabricanteno disponible
EUR 127,75
EUR 95,00 gastos de envío desde Estados Unidos de America a España
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Machine Learning for Spatial Environmental Data: Theory, Applications, and Software (Environmental Sciences)
Librería: HPB-Red, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Hardcover. Condición: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Nº de ref. del artículo: S_338920577
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