Determining shoal membership using affinity propagation

► We propose using the affinity propagation clustering for detecting multiple shoals. ► A soft temporal constraint is included in order to detect shoal fusion and fission. ► We explore how affinity propagation performs on agent-based simulated shoals. ► We compare affinity propagation clustering to...

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Bibliographic Details
Published in:	Behavioural brain research Vol. 241; pp. 38 - 49
Main Authors:	Quera, Vicenç, Beltran, Francesc S., Givoni, Inmar E., Dolado, Ruth
Format:	Journal Article
Language:	English
Published:	Shannon Elsevier B.V 15.03.2013 Elsevier
Subjects:	Adaptació animal Adult Affinity propagation clustering Algorithms Animal adaptation Animal group membership Behavioral psychophysiology Biological and medical sciences Cluster Analysis Comparative psychology Computer Simulation Female Fundamental and applied biological sciences. Psychology Group Processes Human clustering validation Humans Male Psicologia comparada Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Shoal fusion and fission Shoal membership Soft temporal constraint Shoal membership Shoal fusion and fission Soft temporal constraint Affinity propagation clustering Animal group membership Human clustering validation Human Validation Propagation Social group Social belonging Animal Affinity Social identity
ISSN:	0166-4328, 1872-7549, 1872-7549
Online Access:	Get full text
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