articleTop 1% cited
Review and comparison of methods to study the contribution of variables in artificial neural network models
Ecological Modelling · 2003 · Vol. 160(3) · pp. 249–264
Muriel Gevrey✉(Université Toulouse III - Paul Sabatier)Ioannis Dimopoulos(Technological Educational Institute of Peloponnese)Sovan Lek(Centre National de la Recherche Scientifique)
Hydrological Forecasting Using AIFish Ecology and Management StudiesNeural Networks and ApplicationsArtificial neural networkVariable (mathematics)ComputationMathematicsPerturbation (astronomy)Value (mathematics)Applied mathematicsMean squared prediction errorConnection (principal bundle)Variables
Citations
1,240
FWCI
23.81
field-weighted impact
References
55
Percentile
100%
vs. same field & year
Citations per year
Cited by
An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data
Ecological Modelling · 2004 · 1,014 citations
Applications of artificial neural networks for patterning and predicting aquatic insect species richness in running waters
Ecological Modelling · 2003 · 406 citations
Explaining nonlinear classification decisions with deep Taylor decomposition
Pattern Recognition · 2016 · 1,373 citations
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
PLoS ONE · 2015 · 4,470 citations
References
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Applied Linear Regression
Technometrics · 1987 · 2,855 citations
Application of neural networks to modelling nonlinear relationships in ecology
Ecological Modelling · 1996 · 710 citations
Neural Networks and the Bias/Variance Dilemma
Neural Computation · 1992 · 3,522 citations
Comparing discriminant analysis, neural networks and logistic regression for predicting species distributions: a case study with a Himalayan river bird
Ecological Modelling · 1999 · 436 citations
Observations on siting, dimensions and structure of salmonid redds
Journal of Fish Biology · 1989 · 332 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.