Artificial Intelligence Methods in the Environmental Sciences PDF
By:Sue Ellen Haupt,Antonello Pasini,Caren Marzban
Published on 2008-11-28 by Springer Science & Business Media
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.
This Book was ranked at 29 by Google Books for keyword Science Math Nature Ecology novel.
Book ID of Artificial Intelligence Methods in the Environmental Sciences's Books is 0N4XBd5yl6oC, Book which was written bySue Ellen Haupt,Antonello Pasini,Caren Marzbanhave ETAG "sfQ8hOlo0w0"
Book which was published by Springer Science & Business Media since 2008-11-28 have ISBNs, ISBN 13 Code is 9781402091193 and ISBN 10 Code is 1402091192
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Book which have "424 Pages" is Printed at BOOK under CategoryScience
Book was written in en
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