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

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

 
9786204199979: Analysis of Data Driven Modelling in Ecosystem Services: Machine Learning
Brossura
ISBN 10: 6204199978 ISBN 13: 9786204199979
Casa editrice: LAP LAMBERT Academic Publishing, 2021

Sinossi

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.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2021
Lingua
Inglese
ISBN 10 
6204199978
ISBN 13 
9786204199979
Rilegatura
Copertina flessibile
Numero di pagine
52
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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