Author

K. Asahina

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 1 Research Focus:benchmarking· 1 Organism:Drosophila· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

K. Ishii· 1 shared M. Wohl· 1 shared P. Nayak· 1 shared X. Leng· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

K. Ishii

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivJun 16, 2020

Quantitative comparison of Drosophila behavior annotations by human observers and a machine learning algorithm

X. Leng, M. Wohl, K. Ishii…·K. Asahina

This study compares human and machine learning annotations of Drosophila behavior, showing how human choices affect classifier performance and interpretation.

DOI 10.1371/journal.pone.0241696

Drosophilabehavioral assay

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