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Current trends and advances in computer-aided intelligent environmental data engineering /

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Current Trends and Advances in Computer-Aided Intelligent Environmental Data Engineering merges computer engineering and environmental engineering. The book presents the latest finding on how data science and AI-based tools are being applied in environmental engineering research. This application in...

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Bibliographic Details
Corporate Author: ScienceDirect (Online service)
Other Authors: Marques, Gonçalo, Ighalo, Joshua O.
Format: eBook
Language:English
Published: London, UK : Academic Press, 2022.
Subjects:
Environmental engineering > Research.
Data mining.
Artificial intelligence.
Data Mining
Artificial Intelligence
Technique de l'environnement > Recherche.
Exploration de données (Informatique)
Intelligence artificielle.
artificial intelligence.
Artificial intelligence
Data mining
Environmental engineering > Research
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:Current Trends and Advances in Computer-Aided Intelligent Environmental Data Engineering merges computer engineering and environmental engineering. The book presents the latest finding on how data science and AI-based tools are being applied in environmental engineering research. This application involves multiple domains such as data science and artificial intelligence to transform the data collected by intelligent sensors into relevant and reliable information to support decision-making. These tools include fuzzy logic, knowledge-based systems, particle swarm optimization, genetic algorithms, Monte Carlo simulation, artificial neural networks, support vector machine, boosted regression tree, simulated annealing, ant colony algorithm, decision tree, immune algorithm, and imperialist competitive algorithm.
Physical Description:1 online resource
ISBN:9780323855983
0323855989