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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels - Couverture rigide
Synopsis
Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modelling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modelling of environmental data, oceanographic and hydrological forecasting, ecological modelling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing websites for downloading computer code and data sources. A resources website contains datasets for exercises, and password-protected solutions are available. The book is suitable for first-year graduate students and advanced undergraduates. It is also valuable for researchers and practitioners in environmental sciences interested in applying these new methods to their own work.
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À propos de l?auteur
William W. Hsieh is a Professor in the Department of Earth and Ocean Sciences and in the Department of Physics and Astronomy, as well as Chair of the Atmospheric Science Programme, at the University of British Columbia. He is internationally known for his pioneering work in developing and applying machine learning methods in environmental sciences. He has published over eighty peer-reviewed journal publications covering areas of climate variability, machine learning, oceanography, atmospheric science and hydrology.
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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
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- -, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
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Couverture rigide
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Hardcover. Etat : Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. N° de réf. du vendeur 6545-9780521791922
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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
Edité par
-, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Ancien ou d'occasion
Couverture rigide
Vendeur : AwesomeBooks, Wallingford, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Very Good. Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. N° de réf. du vendeur 7719-9780521791922
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Edition internationale
Machine Learning Methods in the Environmental Sciences South Asian Ed.
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Neuf
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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Ancien ou d'occasion
Couverture rigide
Edition originale
Vendeur : Prior Books Ltd, Cheltenham, Royaume-Uni
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Hardcover. Etat : Like New. First Edition. Hardback book in nearly new condition: firm and square with strong joints. Just a few hardly noticeable rubs or very mild bumps. Hence a non-text page shows a small 'damaged' stamp. Despite such this book looks and feels unread. Thus the contents are crisp, fresh and tight. And so a very nice book in great condition, now offered for sale at a reasonable price. N° de réf. du vendeur 203434
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Machine Learning Methods in the Environmental Sciences
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Neuf
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Vendeur : Biblios, Frankfurt am main, HESSE, Allemagne
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Machine Learning Methods in the Environmental Sciences
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Cambridge University Press CUP, 2009
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ISBN 13 : 9780521791922
Neuf
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Etat : New. pp. xiii + 349. N° de réf. du vendeur 26603348
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Machine Learning Methods in the Environmental Sciences
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Cambridge University Press, 2009
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ISBN 13 : 9780521791922
Neuf
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Vendeur : Majestic Books, Hounslow, Royaume-Uni
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Machine Learning Methods In The Environmental Sciences
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Cambridge University Press, 2009
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ISBN 13 : 9780521791922
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Machine Learning Methods In The Environmental Sciences
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Neuf
Couverture rigide
Vendeur : Romtrade Corp., STERLING HEIGHTS, MI, Etats-Unis
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Etat : New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. N° de réf. du vendeur ABNR-141014
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Image d'archives
Machine Learning Methods In The Environmental Sciences
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521791928
ISBN 13 : 9780521791922
Neuf
Couverture rigide
Vendeur : Basi6 International, Irving, TX, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. N° de réf. du vendeur ABEJUNE24-106335
Quantité disponible : 1 disponible(s)