Short-Term Streamflow Forecasting Using Hybrid Deep Learning Model Based on Grey Wolf Algorithm for Hydrological Time Series

Spatiotemporal analysis of droughts in Hirfanli Dam basin, Turkey by the Standardised Precipitation Evapotranspiration Index (SPEI)

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A hybrid RF-LSTM based on CEEMDAN for improving the accuracy of building energy consumption prediction

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A Hybrid Model for Streamflow Forecasting in the Basin of Euphrates

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Streamflow Forecasting via Two Types of Predictive Structure-Based Gated Recurrent Unit Models

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Water storage change assessment in the Seyhan Reservoir (Turkey) using HEC-ResSim model

(2021) Arzu Ozkaya et al.   Arabian Journal of Geosciences

Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data

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An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting

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Hybrid Deep Recurrent Neural Networks for Noise Reduction of MEMS-IMU with Static and Dynamic Conditions

(2021) Shipeng Han et al.   Micromachines

Estimates of greenhouse gas emission in Turkey with grey wolf optimizer algorithm-optimized artificial neural networks

(2021) Ergun Uzlu   NEURAL COMPUTING & APPLICATIONS

Short-term River streamflow modeling using Ensemble-based additive learner approach

(2021) Khabat Khosravi et al.   Journal of Hydro-environment Research

Hydrological drought analysis of Mediterranean basins, Turkey

(2021) Oguz Simsek   Arabian Journal of Geosciences

Enhancing robustness of monthly streamflow forecasting model using gated recurrent unit based on improved grey wolf optimizer

(2021) Xuehua Zhao et al.   JOURNAL OF HYDROLOGY

Multivariate Streamflow Simulation Using Hybrid Deep Learning Models

(2021) Eyob Betru Wegayehu et al.   Computational Intelligence and Neuroscience

Hybrid Grey Wolf Optimization-Based Gaussian Process Regression Model for Simulating Deterioration Behavior of Highway Tunnel Components

(2021) Eslam Mohammed Abdelkader et al.   Processes

Mutating fuzzy logic model with various rigorous meta-heuristic algorithms for soil moisture content estimation

(2021) Neda Mahmoudi et al.   AGRICULTURAL WATER MANAGEMENT

Streamflow Forecasting without Models

(2020) Witold F. Krajewski et al.   JOURNAL OF HYDROMETEOROLOGY

Distributed long-term hourly streamflow predictions using deep learning – A case study for State of Iowa

(2020) Zhongrun Xiang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation

(2020) Shuai Gao et al.   JOURNAL OF HYDROLOGY

A Review of the Artificial Neural Network Models for Water Quality Prediction

(2020) Yingyi Chen et al.   Applied Sciences-Basel

Spatial Drought Characterization for Seyhan River Basin in the Mediterranean Region of Turkey

(2019) Yonca Cavus et al.   Water

A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)

(2019) Yazid Tikhamarine et al.   Arabian Journal of Geosciences

Hybrid models to improve the monthly river flow prediction: Integrating artificial intelligence and non-linear time series models

(2019) Farshad Fathian et al.   JOURNAL OF HYDROLOGY

Effects of dominant wolves in grey wolf optimization algorithm

(2019) Fehmi Burcin Ozsoydan   APPLIED SOFT COMPUTING

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

(2019) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Echo state network optimization using binary grey wolf algorithm

(2019) Junxiu Liu et al.   NEUROCOMPUTING

Univariate streamflow forecasting using commonly used data-driven models: literature review and case study

(2018) Zhenghao Zhang et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Streamflow and Hydrological Drought Trend Analysis and Forecasting in Cyprus

(2018) Dimitrios Myronidis et al.   WATER RESOURCES MANAGEMENT

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

(2017) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

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

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Grey Wolf Optimizer for parameter estimation in surface waves

(2015) Xianhai Song et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models

(2013) Celso Augusto Guimarães Santos et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparison of data-driven modelling techniques for river flow forecasting

(2010) Shreenivas Londhe et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

A review of drought concepts

(2010) Ashok K. Mishra et al.   JOURNAL OF HYDROLOGY

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

(2009) Wen-Chuan Wang et al.   JOURNAL OF HYDROLOGY

Short-term streamflow forecasting with global climate change implications – A comparative study between genetic programming and neural network models

(2008) A. Makkeasorn et al.   JOURNAL OF HYDROLOGY