Mixture of experts extra tree-based sEMG hand gesture recognition

Abstract Human hand gesture recognition has emerged as a significant research interest in robotic hand control using surface electromyography. It is popular due to its non-invasive nature and ability to capture gesture movements. However, proper handling of overfitting and biases in gesture classifi...

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Κύριοι συγγραφείς:	Naveen Gehlot, Ashutosh Jena, Rajesh Kumar, Surender Hans, Mahipal Bukya, Pilani Nkomozepi
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Nature Portfolio 2026-03-01
Σειρά:	Scientific Reports
Θέματα:	Artificial intelligence Mixture of experts Extra tree Machine learning classifier Hand gesture recognition Electromyography
Διαθέσιμο Online:	https://doi.org/10.1038/s41598-026-40305-z
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