Robert J. Abrahart

Publication Activity (10 Years)

Years Active: 1999-2017
Publications (10 Years): 1

Top Topics

Forecasting Model

Genetic Programming

Symbolic Regression

Short And Long Term

Top Venues

Environ. Model. Softw.

Comput. Geosci.

Publications

Greer B. Humphrey, Holger R. Maier, Wenyan Wu, Nick J. Mount, Graeme C. Dandy, Robert J. Abrahart, Christian W. Dawson
Improved validation framework and R-package for artificial neural network models. Environ. Model. Softw. 92 (2017)
Darren J. Beriro, Robert J. Abrahart, C. Paul Nathanail
"Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations" by Jalal Shiri & Ozgur Kisi [Computers and Geosciences (2011) 1692-1701]. Comput. Geosci. 56 (2013)
Darren J. Beriro, Robert J. Abrahart, C. Paul Nathanail, Jimmy Moreno, A. Salim Bawazir
A typology of different development and testing options for symbolic regression modelling of measured and calculated datasets. Environ. Model. Softw. 47 (2013)
Robert J. Abrahart, Ngahzaifa Ab Ghani
Neuro-fuzzy modelling of suspended sediment load: The need for a sound comparison with established methods. Adv. Eng. Softw. 41 (6) (2010)
Christian W. Dawson, Robert J. Abrahart, Linda M. See
HydroTest: Further development of a web resource for the standardised assessment of hydrological models. Environ. Model. Softw. 25 (11) (2010)
Christian W. Dawson, Robert J. Abrahart, Linda M. See
HydroTest: A web-based toolbox of evaluation metrics for the standardised assessment of hydrological forecasts. Environ. Model. Softw. 22 (7) (2007)
Christian W. Dawson, Linda M. See, Robert J. Abrahart, Alison J. Heppenstall
Symbiotic adaptive neuro-evolution applied to rainfall-runoff modelling in northern England. Neural Networks 19 (2) (2006)
Robert J. Abrahart, Linda M. See, Alison J. Heppenstall
Using Four Different Least-Squared Error Functions to Train a Neural Network Rainfall-Runoff Model. IICAI (2005)
Linda M. See, Robert J. Abrahart, Alison J. Heppenstall
Using JavaSANE to Evolve Neural Network Rainfall-Runoff Models. IICAI (2005)
Robert J. Abrahart, Linda See
Fusing multi-model hydrological data. IJCNN (1999)