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List of works by Johanna Ärje

Automatic image‐based identification and biomass estimation of invertebrates

scientific article

Benchmark database for fine-grained image classification of benthic macroinvertebrates

scientific article

Breaking the curse of dimensionality in quadratic discriminant analysis models with a novel variant of a Bayes classifier enhances automated taxa identification of freshwater macroinvertebrates

scientific article

Classification and retrieval on macroinvertebrate image databases.

scientific article published on 23 May 2011

Deep learning and computer vision will transform entomology

scientific article published on 12 January 2021

Empirical Bayes improves assessments of diversity and similarity when overdispersion prevails in taxonomic counts with no covariates

scientific article published in 2019

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates

scientific article

Human experts vs. machines in taxa recognition

scientific article

The effect of automated taxa identification errors on biological indices

scientific article published in April 2017

Understanding the statistical properties of the percent model affinity index can improve biomonitoring related decision making

scientific article

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