Analysis of Data Driven Modelling in Ecosystem Services: Machine Learning - Couverture souple

Christopher, A.B.Arockia; Balakrishnan, M.

 
9786204199979: Analysis of Data Driven Modelling in Ecosystem Services: Machine Learning
Couverture souple
ISBN 10 : 6204199978 ISBN 13 : 9786204199979
Editeur : LAP LAMBERT Academic Publishing, 2021

Synopsis

Data-driven modelling is the area of hydro informatics undergoing fast development. This book reviews the main concepts and approaches of data-driven modelling, which is based on computational intelligence and machine-learning methods. A brief overview of the main methods – neural networks, fuzzy rule-based systems and genetic algorithms. Recent developments in machine learning have expanded data-driven modelling (DDM) capabilities, allowing artificial intelligence to infer the behavior of a system by computing and exploiting correlations between observed variables within it. Machine learning algorithms may enable the use of increasingly available ‘big data’ and assist applying ecosystem service models across scales, analyzing and predicting the flows of these services to disaggregated beneficiaries.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2021
Langue
anglais
ISBN 10 
6204199978
ISBN 13 
9786204199979
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
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