Artificial intelligence based models for stream-flow forecasting: 2000–2015

ZM Yaseen, A El-Shafie, O Jaafar, HA Afan, KN Sayl - Journal of Hydrology, 2015 - Elsevier
Summary The use of Artificial Intelligence (AI) has increased since the middle of the 20th
century as seen in its application in a wide range of engineering and science problems. The …

Genetic programming in water resources engineering: A state-of-the-art review

AD Mehr, V Nourani, E Kahya, B Hrnjica, AMA Sattar… - Journal of …, 2018 - Elsevier
The state-of-the-art genetic programming (GP) method is an evolutionary algorithm for
automatic generation of computer programs. In recent decades, GP has been frequently …

Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq

ZM Yaseen, O Jaafar, RC Deo, O Kisi, J Adamowski… - Journal of …, 2016 - Elsevier
Monthly stream-flow forecasting can yield important information for hydrological applications
including sustainable design of rural and urban water management systems, optimization of …

Automatic feature extraction using genetic programming: An application to epileptic EEG classification

L Guo, D Rivero, J Dorado, CR Munteanu… - Expert Systems with …, 2011 - Elsevier
This paper applies genetic programming (GP) to perform automatic feature extraction from
original feature database with the aim of improving the discriminatory performance of a …

A genetic programming approach to suspended sediment modelling

A Aytek, Ö Kişi - Journal of hydrology, 2008 - Elsevier
This study proposes genetic programming (GP) as a new approach for the explicit
formulation of daily suspended sediment–discharge relationship. Empirical relations such as …

Streamflow prediction using linear genetic programming in comparison with a neuro-wavelet technique

AD Mehr, E Kahya, E Olyaie - Journal of Hydrology, 2013 - Elsevier
Accurate prediction of streamflow is an essential ingredient for both water quantity and
quality management. In recent years, artificial intelligence (AI) techniques have been …

Genetic programming approach for prediction of local scour downstream of hydraulic structures

A Guven, M Gunal - Journal of Irrigation and Drainage Engineering, 2008 - ascelibrary.org
This is a pioneer study that presents genetic programming (GP) as a new tool for prediction
of local scour downstream of grade-control structures. The objective of this study is to …

Drought monitoring and prediction using SPEI index and gene expression programming model in the west of Urmia Lake

A Abbasi, K Khalili, J Behmanesh, A Shirzad - Theoretical and Applied …, 2019 - Springer
Iran is a part of the arid and semi-arid regions of the world and many of its areas suffer from
repeated droughts. Due to the fact that recent droughts have put a lot of pressure on water …

New approach for stage–discharge relationship: gene-expression programming

A Guven, A Aytek - Journal of Hydrologic Engineering, 2009 - ascelibrary.org
This study presents gene-expression programming (GEP), which is an extension to genetic
programming, as an alternative approach to modeling stage–discharge relationship. The …

[書籍][B] Encyclopedia of data warehousing and mining

J Wang - 2005 - books.google.com
Data Warehousing and Mining (DWM) is the science of managing and analyzing large
datasets and discovering novel patterns and in recent years has emerged as a particularly …