Modular Wavelet–Extreme Learning Machine: a New Approach for Forecasting Daily Rainfall

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model

(2016) Ravinesh C. Deo et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia

(2015) Ravinesh C. Deo et al.   ATMOSPHERIC RESEARCH

Extreme Learning Machines for spatial environmental data

(2015) Michael Leuenberger et al.   COMPUTERS & GEOSCIENCES

Extreme Learning Machines: A new approach for prediction of reference evapotranspiration

(2015) Shafika Sultan Abdullah et al.   JOURNAL OF HYDROLOGY

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

Evaluating a coupled discrete wavelet transform and support vector regression for daily and monthly streamflow forecasting

(2014) Zhiyong Liu et al.   JOURNAL OF HYDROLOGY

A comparative study of support vector machines and artificial neural networks for predicting precipitation in Iran

(2014) Omid Hamidi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Wavelet Genetic Algorithm-Support Vector Regression (Wavelet GA-SVR) for Monthly Flow Forecasting

(2014) Aman Mohammad Kalteh   WATER RESOURCES MANAGEMENT

Monthly Rainfall Prediction Using Wavelet Neural Network Analysis

(2013) R. Venkata Ramana et al.   WATER RESOURCES MANAGEMENT

Characterization of acoustic signals due to surface discharges on H.V. glass insulators using wavelet radial basis function neural networks

(2012) Nasir A. Al-geelani et al.   APPLIED SOFT COMPUTING

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Ensemble rainfall forecasting with numerical weather prediction and radar-based nowcasting models

(2012) Shan He et al.   HYDROLOGICAL PROCESSES

A wavelet neural network conjunction model for groundwater level forecasting

(2011) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

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

Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques

(2010) C.L. Wu et al.   JOURNAL OF HYDROLOGY

Statistical Prediction of East Asian Summer Monsoon Rainfall Based on SST and Sea Ice Concentration

(2008) Fang LI et al.   JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN

Discharge prediction based on multi-model precipitation forecasts

(2008) T. Diomede et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application

(2007) A.M. Kalteh et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An empirical model for the seasonal prediction of southwest monsoon rainfall over Kerala, a meteorological subdivision of India

(2007) Lorna R. Nayagam et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY