Free Downloads Artificial Intelligence Methods In The Environmental Sciences
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.
Hardcover: 424 pages
Publisher: Springer; 2009 edition (December 12, 2008)
Language: English
ISBN-10: 1402091176
ISBN-13: 978-1402091179
Product Dimensions: 1 x 8 x 10.5 inches
Shipping Weight: 2.5 pounds (View shipping rates and policies)
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Best Sellers Rank: #1,146,945 in Books (See Top 100 in Books) #16 in Books > Computers & Technology > Programming > Algorithms > Genetic #128 in Books > Computers & Technology > Computer Science > AI & Machine Learning > Neural Networks #370 in Books > Textbooks > Computer Science > Artificial Intelligence
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