Artificial Intelligence Methods in the Environmental Sciences 1st edition by Sue Ellen Haupt, ‎Antonello Pasini, ‎Caren Marzban 1402091192 9781402091193

Artificial Intelligence Methods in the Environmental Sciences 1st edition by Sue Ellen Haupt, ‎Antonello Pasini, ‎Caren Marzban – Ebook PDF Instant Download/DeliveryISBN:  1402091192, 9781402091193 

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Product details:

ISBN-10 :  1402091192 

ISBN-13 :  9781402091193

Author :   Sue Ellen Haupt, ‎Antonello Pasini, ‎Caren Marzban 

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.

Artificial Intelligence Methods in the Environmental Sciences 1st Table of contents:

Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16
Chapter 17
Chapter 18
Chapter 19
Chapter 20
Chapter 21
Chapter 22
Chapter 23
Chapter 24

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