Monthly water consumption prediction using season algorithm and wavelet transform–based models
A Altunkaynak, TA Nigussie - Journal of Water Resources Planning …, 2017 - ascelibrary.org
Accurate prediction of water demand is essential for optimum management of water
resources and sustainable growth and development. Recently, models based on artificial …
resources and sustainable growth and development. Recently, models based on artificial …
A Pareto-optimal moving average multigene genetic programming model for daily streamflow prediction
Genetic programming (GP) is able to systematically explore alternative model structures of
different accuracy and complexity from observed input and output data. The effectiveness of …
different accuracy and complexity from observed input and output data. The effectiveness of …
Season algorithm-multigene genetic programming: a new approach for rainfall-runoff modelling
A Danandeh Mehr, V Nourani - Water Resources Management, 2018 - Springer
Genetic programming (GP) is recognized as a robust machine learning method for rainfall-
runoff modelling. However, it may produce lagged forecasts if autocorrelation feature of …
runoff modelling. However, it may produce lagged forecasts if autocorrelation feature of …
Predicting water level fluctuations in Lake Van using hybrid season-neuro approach
A Altunkaynak - Journal of Hydrologic Engineering, 2019 - ascelibrary.org
Predicting water level fluctuations in a lake is crucial in terms of sustainable water supply
planning, flood control, management of water resources, shoreline maintenance …
planning, flood control, management of water resources, shoreline maintenance …
Performance comparison of continuous wavelet-fuzzy and discrete wavelet-fuzzy models for water level predictions at northern and southern boundary of Bosphorus
A Altunkaynak, E Kartal - Ocean Engineering, 2019 - Elsevier
In this study, combined Discrete Wavelet Transform-Fuzzy (DWT-Fuzzy) and combined
Continuous Wavelet Transform-Fuzzy (CWT-Fuzzy) models are developed for predicting the …
Continuous Wavelet Transform-Fuzzy (CWT-Fuzzy) models are developed for predicting the …
Letter to the Editor “Estimation of global solar radiation data based on satellite-derived atmospheric parameters over the urban area of Mashhad, Iran”
EE Başakın, Ö Ekmekcioğlu - Environmental Science and Pollution …, 2021 - Springer
Discussion In recent years, a significant progress is made in solution of the nonlinear
problems with the development of artificial intelligence (AI)–based techniques. Natural …
problems with the development of artificial intelligence (AI)–based techniques. Natural …