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商品詳細
Artificial Intelligence Methods in the Environmental Sciences. 2009 ed.
・ISBN 978-1-4020-9117-9 hard EUR 149.99
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| 著者・編者 | Haupt, Sue Ellen / Pasini, Antonello / Marzban, Caren (eds.), |
|---|---|
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2008 |
| ページ数 | 424 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-36406＞ |
解説
How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and processes? This book describes various potential approaches based on artificial intelligence (AI) techniques, including neural networks, decision trees, genetic algorithms and fuzzy logic.
Part I contains a series of tutorials describing the methods and the important considerations in applying them. In Part II, many practical examples illustrate the power of these techniques on actual environmental problems.
International experts bring to life ways to apply AI to problems in the environmental sciences. While one culture entwines ideas with a thread, another links them with a red line. Thus, a "red thread" ties the book together, weaving a tapestry that pictures the 'natural' data-driven AI methods in the light of the more traditional modeling techniques, and demonstrating the power of these data-based methods.