Monthly discharge forecasting using wavelet neural networks with extreme learning machine
出版年份 2014 全文链接
标题
Monthly discharge forecasting using wavelet neural networks with extreme learning machine
作者
关键词
monthly discharges, discrete wavelet transform, extreme learning machine, forecasting
出版物
Science China-Technological Sciences
Volume 57, Issue 12, Pages 2441-2452
出版商
Springer Nature
发表日期
2014-12-03
DOI
10.1007/s11431-014-5712-0
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A wavelet-neural network hybrid modelling approach for estimating and predicting river monthly flows
- (2013) Shouke Wei et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Evaluation of optimization operation models for cascaded hydropower reservoirs to utilize medium range forecasting inflow
- (2013) Wei Xu et al. Science China-Technological Sciences
- Parameter estimation method based on parameter function surface
- (2013) WeiMin Bao et al. Science China-Technological Sciences
- Wind speed prediction by chaotic operator network based on Kalman Filter
- (2013) ChunBo Xiu et al. Science China-Technological Sciences
- A physics-based hydro-geomorphologic simulation utilizing cluster parallel computing
- (2013) QiHua Ran et al. Science China-Technological Sciences
- Application of profile likelihood function to the uncertainty analysis of hydrometeorological extreme inference
- (2013) Fan Lu et al. Science China-Technological Sciences
- Uncertainty analysis of hydrological model parameters based on the bootstrap method: A case study of the SWAT model applied to the Dongliao River Watershed, Jilin Province, Northeastern China
- (2013) Zheng Zhang et al. Science China-Technological Sciences
- Accuracy and spatio-temporal variation of high resolution satellite rainfall estimate over the Ganjiang River Basin
- (2013) QingFang Hu et al. Science China-Technological Sciences
- Comparative study of different wavelets for hydrologic forecasting
- (2012) R. Maheswaran et al. COMPUTERS & GEOSCIENCES
- Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon
- (2012) Riccardo Taormina et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A new automatic target recognition system based on wavelet extreme learning machine
- (2012) Engin Avci et al. EXPERT SYSTEMS WITH APPLICATIONS
- Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification
- (2012) Y. Bodyanskiy et al. INFORMATION SCIENCES
- A novel visual modeling system for time series forecast: application to the domain of hydrology
- (2012) Mutao Huang et al. JOURNAL OF HYDROINFORMATICS
- Wavelet–Volterra coupled model for monthly stream flow forecasting
- (2012) R. Maheswaran et al. JOURNAL OF HYDROLOGY
- Uncertainty analysis of hydrological processes based on ARMA-GARCH model
- (2012) HongRui Wang et al. Science China-Technological Sciences
- Quantitative evaluation of NEXRAD data and its application to the distributed hydrologic model BPCC
- (2012) HuiLan Zhang et al. Science China-Technological Sciences
- A new criterion for defining the breakpoint of the wetted perimeter-discharge curve and its application to estimating minimum instream flow requirements
- (2012) BaoHui Men et al. Science China-Technological Sciences
- Parallel architecture and optimization for discrete-event simulation of spike neural networks
- (2012) YuHua Tang et al. Science China-Technological Sciences
- Separating impacts of vegetation change and climate variability on streamflow using hydrological models together with vegetation data
- (2012) HuiYun Li et al. Science China-Technological Sciences
- Hybrid Wavelet–Genetic Programming Approach to Optimize ANN Modeling of Rainfall–Runoff Process
- (2011) Vahid Nourani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Rainfall–runoff modeling using artificial neural network coupled with singular spectrum analysis
- (2011) C.L. Wu et al. JOURNAL OF HYDROLOGY
- A wavelet neural network conjunction model for groundwater level forecasting
- (2011) Jan Adamowski et al. JOURNAL OF HYDROLOGY
- Flood simulation using parallel genetic algorithm integrated wavelet neural networks
- (2011) Yuhui Wang et al. NEUROCOMPUTING
- A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm
- (2010) W.K. Wong et al. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
- Daily river flow forecasting using wavelet ANN hybrid models
- (2010) Niranjan Pramanik et al. JOURNAL OF HYDROINFORMATICS
- A hybrid model coupled with singular spectrum analysis for daily rainfall prediction
- (2010) K. W. Chau et al. JOURNAL OF HYDROINFORMATICS
- River Suspended Sediment Load Prediction: Application of ANN and Wavelet Conjunction Model
- (2010) Taher Rajaee et al. JOURNAL OF HYDROLOGIC ENGINEERING
- 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 comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer
- (2010) Heesung Yoon et al. JOURNAL OF HYDROLOGY
- Intelligent approaches using support vector machine and extreme learning machine for transmission line protection
- (2010) V. Malathi et al. NEUROCOMPUTING
- Research on monthly flow uncertain reasoning model based on cloud theory
- (2010) YuZhi Shi et al. Science China-Technological Sciences
- Neural network and wavelet conjunction model for modelling monthly level fluctuations in Turkey
- (2009) Özgür Kişi HYDROLOGICAL PROCESSES
- Modelling evapotranspiration using discrete wavelet transform and neural networks
- (2009) Turgay Partal HYDROLOGICAL PROCESSES
- Prediction of daily precipitation using wavelet—neural networks
- (2009) TURGAY PARTAL et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Parameter optimisation using genetic algorithm for support vector machine-based price-forecasting model in National electricity market
- (2009) L.M. Saini et al. IET Generation Transmission & Distribution
- Artificial neural network model for river flow forecasting in a developing country
- (2009) Asaad Y. Shamseldin JOURNAL OF HYDROINFORMATICS
- Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting
- (2009) Özgür Kişi JOURNAL OF HYDROLOGIC ENGINEERING
- Comparison of two different data-driven techniques in modeling lake level fluctuations in Turkey
- (2009) Mesut Çimen 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
- Prediction of Inflow at Three Gorges Dam in Yangtze River with Wavelet Network Model
- (2009) Wensheng Wang et al. WATER RESOURCES MANAGEMENT
- A Multivariate ANN-Wavelet Approach for Rainfall–Runoff Modeling
- (2009) Vahid Nourani et al. WATER RESOURCES MANAGEMENT
- A combined neural-wavelet model for prediction of Ligvanchai watershed precipitation
- (2008) Vahid Nourani et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Stream flow forecasting using neuro-wavelet technique
- (2008) Özgür Kişi HYDROLOGICAL PROCESSES
- Comparison of artificial neural network models for hydrologic predictions at multiple gauging stations in an agricultural watershed
- (2008) E. Mutlu et al. HYDROLOGICAL PROCESSES
- Improving artificial neural networks’ performance in seasonal time series forecasting
- (2008) C HAMZACEBI INFORMATION SCIENCES
- Estimation and forecasting of daily suspended sediment data using wavelet–neural networks
- (2008) Turgay Partal et al. JOURNAL OF HYDROLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now