Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics - Couverture rigide

9783319172194: Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics

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ISBN 10 : 3319172190 ISBN 13 : 9783319172194

Editeur : Springer International Publishing AG, 2015

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This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed.

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�diteur: Springer International Publishing AG
Date d'�dition: 2015
Langue: anglais
ISBN 10: 3319172190
ISBN 13: 9783319172194
Reliure: Reli�
Nombre de pages: 261
�diteur: Lakshmanan Valliappa, Gilleland Eric, McGovern Amy, Tingley Martin
Coordonn�es du fabricant: Springer Nature Customer Service Center GmbH
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9783319365589: Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics

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ISBN 10 : 3319365584 ISBN 13 : 9783319365589
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Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics

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ISBN 10 : 3319172190 ISBN 13 : 9783319172194

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Machine Learning and Data Mining Approaches to Climate Science : Proceedings of the 4th International Workshop on Climate Informatics

Lakshmanan, Valliappa (EDT); Gilleland, Eric (EDT); Mcgovern, Amy (EDT); Tingley, Martin (EDT)

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Machine Learning and Data Mining Approaches to Climate Science

Valliappa Lakshmanan

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has become crucial because of the threat of climate change. There has been a veritable explosion in the amount of data produced by satellites, environmental sensors and climate models that monitor, measure and forecast the earth system. In order to meaningfully pursue knowledge discovery on the basis of such voluminous and diverse datasets, it is necessary to apply machine learning methods, and Climate Informatics lies at the intersection of machine learning and climate science. This book grew out of the fourth workshop on Climate Informatics held in Boulder, Colorado in Sep. 2014. 264 pp. Englisch. N� de r�f. du vendeur 9783319172194

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Machine Learning and Data Mining Approaches to Climate Science

Lakshmanan, Valliappa|Gilleland, Eric|McGovern, Amy|Tingley, Martin

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Machine Learning and Data Mining Approaches to Climate Science (Hardcover)

Valliappa Lakshmanan

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Hardcover. Etat : new. Hardcover. This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has become crucial because of the threat of climate change. There has been a veritable explosion in the amount of data produced by satellites, environmental sensors and climate models that monitor, measure and forecast the earth system. In order to meaningfully pursue knowledge discovery on the basis of such voluminous and diverse datasets, it is necessary to apply machine learning methods, and Climate Informatics lies at the intersection of machine learning and climate science. This book grew out of the fourth workshop on Climate Informatics held in Boulder, Colorado in Sep. 2014. This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de r�f. du vendeur 9783319172194

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Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics

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