John Quilty

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Othman Jaafar, Ravinesh C. Deo et al. · Journal of Hydrology · 2016 · 318 citations

Semi-arid Region, Flash Flood, Hydrological Disaster +12

Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS

Manish Kumar Goyal, Birendra Bharti, John Quilty et al. · Expert Systems with Applications · 2014 · 297 citations

Climatology, Meteorology, Sub Tropical Climates +11

Addressing the incorrect usage of wavelet-based hydrological and water resources forecasting models for real-world applications with best practices and a new forecasting framework

John Quilty, Jan Adamowski · Journal of Hydrology · 2018 · 232 citations

Forecasting Methodology, Engineering, Water Resources +11

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

Ravinesh C. Deo, Mukesh Tiwari, Jan Adamowski et al. · Stochastic Environmental Research and Risk Assessment · 2016 · 222 citations

Meteorology, Wavelet Extreme, Engineering +11

Multiscale groundwater level forecasting: Coupling new machine learning approaches with wavelet transforms

A. T. M. Sakiur Rahman, Takahiro Hosono, John Quilty et al. · Advances in Water Resources · 2020 · 182 citations

Wavelet Transforms, Hydrogeology, Engineering +11