Streamflow estimation by support vector machine coupled with different methods of time series decomposition in the upper reaches of Yangtze River, China

Improving forecasting accuracy of medium and long-term runoff using artificial neural network based on EEMD decomposition

(2015) Wen-chuan Wang et al.   ENVIRONMENTAL RESEARCH

Medium-Term Urban Water Demand Forecasting with Limited Data Using an Ensemble Wavelet–Bootstrap Machine-Learning Approach

(2015) Mukesh K. Tiwari et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Medium-Term Urban Water Demand Forecasting with Limited Data Using an Ensemble Wavelet–Bootstrap Machine-Learning Approach

(2015) Mukesh K. Tiwari et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Streamflow response to regional climate model output in the mountainous watershed: a case study from the Swiss Alps

(2014) Kazi Rahman et al.   Environmental Earth Sciences

Monthly streamflow prediction using modified EMD-based support vector machine

(2014) Shengzhi Huang et al.   JOURNAL OF HYDROLOGY

Monthly stream flow forecasting via dynamic spatio-temporal models

(2014) Majid Dehghani et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A Hybrid Wavelet and Neuro-Fuzzy Model for Forecasting the Monthly Streamflow Data

(2014) Alpaslan Yarar   WATER RESOURCES MANAGEMENT

Effect of Utilization of Discrete Wavelet Components on Flood Forecasting Performance of Wavelet Based ANFIS Models

(2014) Vinit Sehgal et al.   WATER RESOURCES MANAGEMENT

Comparison of Wavelet-Based ANN and Regression Models for Reservoir Inflow Forecasting

(2013) Krishna Budu   JOURNAL OF HYDROLOGIC ENGINEERING

Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey

(2013) Abdullah Gokhan Yilmaz et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Predictability of nonstationary time series using wavelet and EMD based ARMA models

(2013) L. Karthikeyan et al.   JOURNAL OF HYDROLOGY

A dynamic particle filter-support vector regression method for reliability prediction

(2013) Zhao Wei et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Copula entropy coupled with artificial neural network for rainfall–runoff simulation

(2013) Lu Chen et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparative study of different wavelets for hydrologic forecasting

(2012) R. Maheswaran et al.   COMPUTERS & GEOSCIENCES

Quantification of the predictive uncertainty of artificial neural network based river flow forecast models

(2012) K. S. Kasiviswanathan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Flow estimations for the Sohu Stream using artificial neural networks

(2011) M. Taghi Sattari et al.   Environmental Earth Sciences

Monthly streamflow forecasting based on improved support vector machine model

(2011) Jun Guo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Impact of EMD decomposition and random initialisation of weights in ANN hindcasting of daily stream flow series: An empirical examination

(2011) Giulia Napolitano et al.   JOURNAL OF HYDROLOGY

Data-driven models for monthly streamflow time series prediction

(2010) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Support vector machine-based models for hourly reservoir inflow forecasting during typhoon-warning periods

(2009) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY

A Multivariate ANN-Wavelet Approach for Rainfall–Runoff Modeling

(2009) Vahid Nourani et al.   WATER RESOURCES MANAGEMENT

A review on Hilbert-Huang transform: Method and its applications to geophysical studies

(2008) Norden E. Huang et al.   REVIEWS OF GEOPHYSICS