articleTop 10% cited
Comparing discriminant analysis, neural networks and logistic regression for predicting species distributions: a case study with a Himalayan river bird
Ecological Modelling · 1999 · Vol. 120(2-3) · pp. 337–347
Stéphanie Manel✉(Université de Pau et des Pays de l'Adour)Jean-Marie Dias(Université de Pau et des Pays de l'Adour)S. J. Ormerod(Cardiff University)
Species Distribution and Climate ChangeEcology and Vegetation Dynamics StudiesWildlife Ecology and ConservationLogistic regressionStatisticsRange (aeronautics)Linear discriminant analysisArtificial neural networkAbundance (ecology)HabitatAltitude (triangle)Sensitivity (control systems)Species distribution
Funding
- Royal Society
- Cardiff University
- Université de Pau et des Pays de l'Adour
Citations
436
FWCI
17.20
field-weighted impact
References
38
Percentile
99%
vs. same field & year
Citations per year
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References
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Species diversity in ecological communities
Trends in Ecology & Evolution · 1994 · 1,748 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
Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine
Clinical Chemistry · 1993 · 6,568 citations
Modern Applied Statistics with S-Plus.
Biometrics · 1996 · 3,033 citations
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