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Article

Unsupervised manifold learning of collective behavior

2020-03-23

Abstract excerpt

Collective behavior is an emergent property of numerous complex systems, from financial markets to cancer cells to predator-prey ecological systems. Characterizing modes of collective behavior is often done through human observation, training generative models, or other supervised learning techniques. Each of these cases requires knowledge of and a method for characterizing the macro-state(s) of the system. This p...

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Identifiers and source

Literature Corpus work
bb994978-9512-5e76-9db1-a9e75647e39a
DOI
10.1101/2020.03.23.003244
Open publication

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Unsupervised manifold learning of collective behaviorDOI 10.1101/2020.03.23.003244
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