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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Machine Learning and Data Mining Approaches to Climate Science - Proceedings of the 4th International Workshop on Climate Informatics (Hardcover, 2015 ed.)
Loot Price: R5,595
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Machine Learning and Data Mining Approaches to Climate Science - Proceedings of the 4th International Workshop on Climate Informatics (Hardcover, 2015 ed.)
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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. 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.
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