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  1. Recurrence Quantification Analysis of Crowd Sound Dynamics.Shannon Proksch, Majerle Reeves, Kent Gee, Mark Transtrum, Chris Kello & Ramesh Balasubramaniam - 2023 - Cognitive Science 47 (10):e13363.
    When multiple individuals interact in a conversation or as part of a large crowd, emergent structures and dynamics arise that are behavioral properties of the interacting group rather than of any individual member of that group. Recent work using traditional signal processing techniques and machine learning has demonstrated that global acoustic data recorded from a crowd at a basketball game can be used to classify emergent crowd behavior in terms of the crowd's purported emotional state. We propose that the description (...)
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