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A hybrid support vector regression-firefly model for monthly rainfall forecasting 

Danandeh Mehr, Ali; Nourani, Vahid; Karimi Khosrowshahi, Vahid; Ghorbani, Moahmmad Ali (Springer Berlin Heidelberg, 2019)
Long-term prediction of rainfalls is one of the most challenging tasks in stochastic hydrology owing to the highly random characteristics of rainfall events. In this paper, a novel approach is adopted to develop a hybrid ...
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Ensemble gene expression programming: a new approach for evolution of parsimonious streamflow forecasting model 

Rahmani-Rezaeieh, Aidin; Mohammadi, Mirali; Danandeh Mehr, Ali (Springer-Verlag, 2019)
A precise forecast of streamflow in intermittent rivers is of major difficulties and challenges in watershed management, particularly in arid and semiarid regions. The present research study introduces an ensemble gene ...
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Pareto-optimal MPSA-MGGP: a new gene-annealing model for monthly rainfall forecasting 

Danandeh Mehr, Ali; Jabarnejad, Masood; Nourani, Vahid (Elsevier, 2019)
Rainfall is considered the hardest weather variable to forecast, and its cause-effect relationships often cannot be expressed in simple or complex mathematical forms. This study introduces a novel hybrid model to month ...
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A genetic programming approach to forecast daily electricity demand 

Danandeh Mehr, Ali; Bagheri, Farzaneh; Reşatoğlu, Rifat (Springer Nature Switzerland AG, 2019)
A number of recent researches have compared machine learning techniques to find more reliable approaches to solve variety of engineering problems. In the present study, capability of canonical genetic programming (GP) ...
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Investigating the effect of hydroclimatological variables on Urmia Lake water level using wavelet coherence measure 

Nourani, Vahid; Ghasemzade, Mahsa; Danandeh Mehr, Ali; Sharghi, Elnaz (IWA Publishing, 2019)
In this paper, wavelet transform coherence is implemented to examine the impacts of hydroclimatological variables on water level fluctuations in two large saline lakes in the Middle East with a similar geographical location, ...
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Emotional ANN (EANN): a new generation of neural networks for hydrological modeling in IoT 

Nourani, Vahid; Molajou, Amir; Najafi, Hessam; Danandeh Mehr, Ali (Springer Nature Switzerland AG, 2019)
Emotional artificial neural network (EANN) is a cutting-edge artificial intelligence method that has been used by researchers in the engineering and medical sciences over the recent years. First introduced in the 1999s, ...
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An improved gene expression programming model for streamflow forecasting in intermittent streams 

Danandeh Mehr, Ali (Elsevier, 2018)
Skilful forecasting of monthly streamflow in intermittent rivers is a challenging task in stochastic hydrology. In this study, genetic algorithm (GA) was combined with gene expression programming (GEP) as a new hybrid model ...
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Energy demand forecasting using deep learning 

Hrnjica, Bahrudin; Danandeh Mehr, Ali (Springer Nature Switzerland AG, 2019)
Our cities face non-stop growth in population and infrastructures and require more energy every day. Energy management is the key success for the smart cities concept since electricity is one of the essential resources ...
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Assigning convenient paths by an approach of dynamic programming 

Demir, Emre (Proceedings Book of the 1st Mediterranean International Conference of Pure and Applied Mathematics and Related Areas 2018 (MICOPAM 2018), 2018)
For many decades, mathematical models and methodologies have been essential in order to provide the understanding of countless engineering processes and technologies. Using mathematical models in many academic research, ...
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Facility location determined by an iterative technique 

Demir, Emre; Koçkal, Niyazi Uğur (1st Mediterranean International Conference of Pure and Applied Mathematics and Related Areas 2018 (MICOPAM 2018), 2018)
For many decades, mathematical models and methodologies have been essential in order to provide the understanding of countless engineering processes and technologies. Using mathematical models in many academic research, ...
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AuthorDanandeh Mehr, Ali (14)Nourani, Vahid (7)Farrokh Ghatte, Hamid (4)Demir, Emre (2)Hrnjica, Bahrudin (2)Kahya, Ercan (2)Tapkın, Serkan (2)Akbaba, Mustafa (1)Akbarzadeh Bengar, Habib (1)Azad, Narges (1)... View MoreSubjectMultigen genetik programlama (4)Multigene genetic programming (4)Genetic programming (3)Genetik programlama (2)Rainfall (2)Taşımacılık (2)Transportation (2)Yağış miktarı (2)Akarsu akış tahmini (1)Akıntı tahmini (1)... View MoreDate Issued2019 (10)2018 (8)2020 (4)Has File(s)
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