Author

Heder S. Bernardino

Universidade Federal de Juiz de ForaORCID 0000-0003-2012-7802Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

Alex Borges VieiraiD· 1 shared Antônio Arbex BarrosoiD· 1 shared Douglas A. AugustoiD· 1 shared Mateus Braga OliveiraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Alex Borges VieiraORCID

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1 paper

Recent·Most cited

Integration of Deep-Learning and Species Distribution Models for Classification of Animal Species of the Brazilian Fauna

Mateus Braga Oliveira, Heder S. Bernardino, Alex Borges Vieira, Antônio Arbex Barroso, Douglas A. Augusto

The paper integrates deep-learning models with species distribution models to improve animal classification in Brazilian fauna, achieving higher accuracy than standalone models.

bioRxiv · Jun 16, 2026 · PreprintEcology