A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)
出版年份 2019 全文链接
标题
A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)
作者
关键词
Evolutionary algorithms, Grey wolf optimization, Streamflow forecasting, Support vector regression, Wavelet transform
出版物
Arabian Journal of Geosciences
Volume 12, Issue 17, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-08-21
DOI
10.1007/s12517-019-4697-1
参考文献
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- (2018) Mingfei Niu et al. APPLIED MATHEMATICAL MODELLING
- Rainfall-runoff modeling in hilly watershed using heuristic approaches with gamma test
- (2018) Anita Singh et al. Arabian Journal of Geosciences
- Wavelet-based variability on streamflow at 40-year timescale in the Black Sea region of Turkey
- (2018) Celso Augusto Guimarães Santos et al. Arabian Journal of Geosciences
- Daily Peak Load Forecasting Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Support Vector Machine Optimized by Modified Grey Wolf Optimization Algorithm
- (2018) Shuyu Dai et al. Energies
- A hybrid support vector regression–firefly model for monthly rainfall forecasting
- (2018) A. Danandeh Mehr et al. International Journal of Environmental Science and Technology
- Grey wolf optimization evolving kernel extreme learning machine: Application to bankruptcy prediction
- (2017) Mingjing Wang et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Improved GWO algorithm for optimal design of truss structures
- (2017) A. Kaveh et al. ENGINEERING WITH COMPUTERS
- Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions
- (2017) Bahram Choubin et al. Environmental Earth Sciences
- Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data
- (2017) Meysam Alizamir et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Groundwater quality modeling using neuro-particle swarm optimization and neuro-differential evolution techniques
- (2017) Ozgur Kisi et al. HYDROLOGY RESEARCH
- An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis
- (2017) Tiantian Yang et al. INFORMATION SCIENCES
- Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model
- (2017) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Grey wolf optimizer: a review of recent variants and applications
- (2017) Hossam Faris et al. NEURAL COMPUTING & APPLICATIONS
- A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture
- (2017) Hossam Faris et al. NEURAL COMPUTING & APPLICATIONS
- Groundwater quality modeling using neuro-particle swarm optimization and neuro-differential evolution techniques
- (2017) Ozgur Kisi et al. Hydrology Research
- Training feedforward neural networks using multi-verse optimizer for binary classification problems
- (2016) Hossam Faris et al. APPLIED INTELLIGENCE
- Evaluating the support vector machine for suspended sediment load forecasting based on gamma test
- (2016) Sharareh Rashidi et al. Arabian Journal of Geosciences
- A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen
- (2016) Xue Li et al. HYDROLOGY RESEARCH
- Comparison of Discrete and Continuous Wavelet–Multilayer Perceptron Methods for Daily Precipitation Prediction
- (2016) Abdusselam Altunkaynak et al. JOURNAL OF HYDROLOGIC ENGINEERING
- A support vector regression-firefly algorithm-based model for limiting velocity prediction in sewer pipes
- (2016) I. Ebtehaj et al. WATER SCIENCE AND TECHNOLOGY
- A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen
- (2016) Xue Li et al. Hydrology Research
- How effective is the Grey Wolf optimizer in training multi-layer perceptrons
- (2015) Seyedali Mirjalili APPLIED INTELLIGENCE
- Artificial intelligence based models for stream-flow forecasting: 2000–2015
- (2015) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Solution of non-convex economic load dispatch problem using Grey Wolf Optimizer
- (2015) Vikram Kumar Kamboj et al. NEURAL COMPUTING & APPLICATIONS
- Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
- (2015) Seyedali Mirjalili et al. NEURAL COMPUTING & APPLICATIONS
- Lake Level Forecasting Using Wavelet-SVR, Wavelet-ANFIS and Wavelet-ARMA Conjunction Models
- (2015) Maryam Shafaei et al. WATER RESOURCES MANAGEMENT
- Grey Wolf Optimizer
- (2014) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- Support vector machine applications in the field of hydrology: A review
- (2014) Sujay Raghavendra. N et al. APPLIED SOFT COMPUTING
- Comparative study of different wavelet based neural network models for rainfall–runoff modeling
- (2014) Muhammad Shoaib et al. JOURNAL OF HYDROLOGY
- Long-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet neural network and wavelet support vector regression models
- (2013) A. Belayneh et al. JOURNAL OF HYDROLOGY
- A hybrid SVM-PSO model for forecasting monthly streamflow
- (2013) Ch. Sudheer et al. NEURAL COMPUTING & APPLICATIONS
- Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform
- (2012) Aman Mohammad Kalteh COMPUTERS & GEOSCIENCES
- A Practical Guide to Discrete Wavelet Decomposition of Hydrologic Time Series
- (2012) Yan-Fang Sang WATER RESOURCES MANAGEMENT
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Precipitation forecasting by using wavelet-support vector machine conjunction model
- (2011) Ozgur Kisi et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A wavelet-support vector machine conjunction model for monthly streamflow forecasting
- (2011) Ozgur Kisi et al. JOURNAL OF HYDROLOGY
- Support vector machine approach for longitudinal dispersion coefficients in natural streams
- (2010) H. Md. Azamathulla et al. APPLIED SOFT COMPUTING
- Comparison of the finite mixture of ARMA-GARCH, back propagation neural networks and support-vector machines in forecasting financial returns
- (2010) Altaf Hossain et al. JOURNAL OF APPLIED STATISTICS
- Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds
- (2010) Jan Adamowski 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
- A Multivariate ANN-Wavelet Approach for Rainfall–Runoff Modeling
- (2009) Vahid Nourani et al. WATER RESOURCES MANAGEMENT
- Evaluation of global optimization algorithms for parameter calibration of a computationally intensive hydrologic model
- (2008) Xuesong Zhang et al. HYDROLOGICAL PROCESSES
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