Hydrological Data Driven Modelling

Name: Hydrological Data Driven Modelling
Brand: Springer International Publishing AG
SKU: 9783319350288
Price: 102.65 EUR
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A Case Study Approach

Autor: Renji Remesan, Jimson Mathew

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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102.65 €

This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a cas...

Informácie o knihe

Autor

Renji Remesan, Jimson Mathew

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

250

EAN

9783319350288

ISBN

3319350285

Enbook ID

13659153

Vydavateľ

Springer International Publishing AG

Hmotnosť

4102

Rozmery

155 x 235 x 16

Kompletný popis

This book explores a new realm in data-based modeling with applications to hydrology. Pursuing a case study approach, it presents a rigorous evaluation of state-of-the-art input selection methods on the basis of detailed and comprehensive experimentation and comparative studies that employ emerging hybrid techniques for modeling and analysis. Advanced computing offers a range of new options for hydrologic modeling with the help of mathematical and data-based approaches like wavelets, neural networks, fuzzy logic, and support vector machines. Recently machine learning/artificial intelligence techniques have come to be used for time series modeling. However, though initial studies have shown this approach to be effective, there are still concerns about their accuracy and ability to make predictions on a selected input space.§

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Hydrological Data Driven Modelling

A Case Study Approach

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Kompletný popis

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