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Diagnosis of Self-Depletion in Basketball Referees Based on Event-Related Potentials and Machine Learning

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/diagnosis-self-depletion-basketball-referees-based-event-related-potentials-and-machine-1
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This study focuses on referee self - depletion, leveraging key data components. The erp_features_all (a 48\u00d7130 float64 array) stores event - related potential (ERP) features, reflecting neural activity during referees' cognitive tasks and decision - making, with dimensions representing samples and distinct ERP features crucial for understanding self - depletion's neural correlates. Meanwhile, the BufferedReader object f from the _io module accesses supplementary data (like referee demographics, task info, or behavioral data), enabling a multi - faceted exploration of how self - depletion impacts referees in sports officiating, as these components together support a comprehensive study of the phenomenon.
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