Artificial Intelligence Methods in the Environmental Sciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Haupt, Sue Ellen (EDT)/ Pasini, Antonello (EDT)/ Marzban, Caren (EDT) 作者

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2008-11 出版日期

432 页数

$ 179.67 价格

丛书系列

9781402091179 图书编码

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Artificial Intelligence Methods in the Environmental Sciences 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Artificial Intelligence Methods in the Environmental Sciences 在线电子书图书描述

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.

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