Monthly Streamflow Forecasting Using ELM-IPSO Based on Phase Space Reconstruction

Chaos-based multigene genetic programming: A new hybrid strategy for river flow forecasting

(2018) Mohammad Ali Ghorbani et al.   JOURNAL OF HYDROLOGY

Data Pre-Analysis and Ensemble of Various Artificial Neural Networks for Monthly Streamflow Forecasting

(2018) Jianzhong Zhou et al.   Water

Multivariate Chaotic Time Series Prediction Based on ELM–PLSR and Hybrid Variable Selection Algorithm

(2017) Min Han et al.   NEURAL PROCESSING LETTERS

An EMD-Based Chaotic Least Squares Support Vector Machine Hybrid Model for Annual Runoff Forecasting

(2017) Xuehua Zhao et al.   Water

Streamflow Forecasting Using Empirical Wavelet Transform and Artificial Neural Networks

(2017) Tian Peng et al.   Water

Mid- and long-term runoff predictions by an improved phase-space reconstruction model

(2016) Mei Hong et al.   ENVIRONMENTAL RESEARCH

Monthly Rainfall Forecasting Using EEMD-SVR Based on Phase-Space Reconstruction

(2016) Qi Ouyang et al.   WATER RESOURCES MANAGEMENT

Investigating Chaos and Nonlinear Forecasting in Short Term and Mid-term River Discharge

(2016) Mohammad Zounemat-Kermani   WATER RESOURCES MANAGEMENT

Rainfall-runoff modeling, parameter estimation and sensitivity analysis in a semiarid catchment

(2015) Yan Jiang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROLOGY

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

Evidence for deterministic chaos in long-term high-resolution karstic streamflow time series

(2015) David Labat et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Monthly streamflow prediction using modified EMD-based support vector machine

(2014) Shengzhi Huang et al.   JOURNAL OF HYDROLOGY

Deterministic chaotic dynamics of Raba River flow (Polish Carpathian Mountains)

(2013) Mariola Kędra   JOURNAL OF HYDROLOGY

Characterizing cross-scale chaotic behaviors of the runoff time series in an inland river of Central Asia

(2013) Zengyun Hu et al.   QUATERNARY INTERNATIONAL

Automatic calibration a hydrological model using a master–slave swarms shuffling evolution algorithm based on self-adaptive particle swarm optimization

(2012) Yan Jiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Performance of a Monthly Streamflow Prediction Model for Ungauged Watersheds in Spain

(2012) J. Vicente-Guillén et al.   WATER RESOURCES MANAGEMENT

An improved self-adaptive PSO technique for short-term hydrothermal scheduling

(2011) Ying Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonlinear ensemble prediction of chaotic daily rainfall

(2010) C.T. Dhanya et al.   ADVANCES IN WATER RESOURCES

The complex nonlinear systems with fractal as well as chaotic dynamics of annual runoff processes in the three headwaters of the Tarim River

(2009) Jianhua Xu et al.   Journal of Geographical Sciences