articleTop 10% cited
Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks
Ecological Modelling · 2002 · Vol. 154(1-2) · pp. 135–150
Julian D. Olden✉(University of Toronto)Donald A. Jackson(University of Toronto)
Neural Networks and ApplicationsData Analysis with RHydrological Forecasting Using AIBlack boxArtificial neural networkVariable (mathematics)Artificial intelligenceComputer scienceRandomizationMathematicsBiologyBioinformaticsClinical trial
Funding
- Natural Sciences and Engineering Research Council of Canada
Citations
1,221
FWCI
12.04
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References
59
Percentile
99%
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References
Stacked generalization
Neural Networks · 1992 · 7,189 citations
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Neural networks for pattern recognition
Choice Reviews Online · 1994 · 18,690 citations
Artificial neural networks as a tool in ecological modelling, an introduction
Ecological Modelling · 1999 · 873 citations
Learning in Artificial Neural Networks: A Statistical Perspective
Neural Computation · 1989 · 920 citations
Application of neural networks to modelling nonlinear relationships in ecology
Ecological Modelling · 1996 · 710 citations
Multilayer feedforward networks are universal approximators
Neural Networks · 1989 · 20,841 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
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