Machine Learning Methods in the Environmental Sciences

Hsieh William Wei Hsieh William W.

ISBN 10: 0521791928 ISBN 13: 9780521791922

Editorial: Cambridge University Press, 2009

Idioma: Ingl�s

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Descripci�n

pp. xiii + 349 Illus.

N� de ref. del art�culo 8293131

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Detalles bibliogr�ficos

T�tulo: Machine Learning Methods in the Environmental Sciences
Editor: Cambridge University Press
Fecha de publicaci�n: 2009
Idioma: Ingl�s
ISBN 10: 0521791928
ISBN 13: 9780521791922
Encuadernaci�n: Encuadernaci�n de tapa dura
Estado: New

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Sinopsis

Machine learning methods are used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment of these methods and their applications, and is a valuable resource for advanced undergraduates, graduates, and researchers and practitioners interested in applying such methods to their own work.

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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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