T.M.K.G. Fernando

River flow forecasting: use of phase-space reconstruction and artificial neural networks approaches

Bellie Sivakumar, A. W. Jayawardena, T.M.K.G. Fernando · Journal of Hydrology · 2002 · 314 citations

Phase-space Reconstruction, Forecasting Methodology, Engineering +10

Non-linear variable selection for artificial neural networks using partial mutual information

Robert J. May, Holger R. Maier, Graeme C. Dandy et al. · Environmental Modelling & Software · 2008 · 304 citations

Artificial Intelligence, Model Optimization, Engineering +10

Selection of input variables for data driven models: An average shifted histogram partial mutual information estimator approach

T.M.K.G. Fernando, Holger R. Maier, Graeme C. Dandy · Journal of Hydrology · 2008 · 162 citations

Engineering, Data Science, Estimation Statistic +9

Rainfall-runoff modelling using genetic programming

AW Jayawardena, Nitin Muttil, T.M.K.G. Fernando · Victoria University Research Repository (Victoria University) · 2005 · 22 citations

Surface Runoff, Engineering, Water Resources +4

Efficient selection of inputs for artificial neural network models

T.M.K.G. Fernando, Holger R. Maier, Graeme C. Dandy et al. · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · 2005 · 20 citations · Full text