Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels

Hsieh, William W.

ISBN 10: 1108456901 / ISBN 13: 9781108456906

Verlag: Cambridge University Press, 2018

Beschreibung

Bestandsnummer des Verkäufers I-9781108456906

Bibliografische Details

• Titel: Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels
• Verlag: Cambridge University Press
• Veröffentlichungsdatum: 2018
• Sprache: Englisch
• ISBN-10: 1108456901
• ISBN-13: 9781108456906
• Bindung: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

A graduate textbook that provides a unified treatment of machine learning methods and their applications in the environmental sciences.

Über die Autorin bzw. den Autor

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.