Author

G. de Polavieja

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:zebrafish· 1

Frequent Co-Authors

A. Laan· 1 shared F. J. Hernandez Heras· 1 shared F. Romero Ferrero· 1 shared m. g. bergomi· 1 shared M. Iglesias-Julios· 1 shared R. Hinz· 1 shared

Activity by Year

2017-2019 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

A. Laan

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2 papers

Recent·Most cited

idtracker.ai: Tracking all individuals in large collectives of unmarked animals

F. Romero Ferrero, m. g. bergomi, R. Hinz, F. J. Hernandez Heras, G. de Polavieja

idtracker.ai tracks individual animals in large collectives using video, achieving high accuracy for up to 100 individuals.

Nature Methods · Jan 14, 2019Peer-reviewedAnimal Behavior & Cognition

Characterizing the sub-second timescale strategies of fighting in zebrafish

A. Laan, M. Iglesias-Julios, G. de Polavieja

This study uses machine learning to analyze zebrafish fighting behaviors on a sub-second timescale, revealing complex strategies and dynamic interactions between attackers and defenders.

bioRxiv · Dec 11, 2017Animal Behavior & Cognition