Nonparametric analysis of inter‐individual relations using an attention‐based neural network

Nonparametric analysis of inter‐individual relations using an attention‐based neural network

Abstract Social network analysis, which has been widely adopted in animal studies over the past decade, enables the revelation of global characteristic patterns of animal social systems from pairwise inter‐individual relations. Animal social networks are typically drawn based on the geometric proxim...

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Bibliographic Details
Main Authors: Takashi Morita, Aru Toyoda, Seitaro Aisu, Akihisa Kaneko, Naoko Suda‐Hashimoto, Ikuma Adachi, Ikki Matsuda, Hiroki Koda
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:Methods in Ecology and Evolution
Subjects:
animal society
attention mechanism
deep learning
interaction
Japanese macaque
social network analysis
Online Access:https://doi.org/10.1111/2041-210X.13613
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https://doi.org/10.1111/2041-210X.13613

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