EMG Signal Processing with Clustering Algorithms for motor gesture Tasks

Asanza, Víctor; Peláez, Enrique; Loayza, Francis R.; Mesa, Iker; Díaz, Javier; Valarezo, Edwin

doi:10.1109/etcm.2018.8580270

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Performance Evaluation2

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2024

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Cited by 7 publications

(2 citation statements)

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“…It was also concluded that the K -means algorithm obtained a mean success rate near 50 % with all nine clusters taken into account. The algorithms based on DBSCAN and Hierarchical Clustering presented a low success rate [ 13 ].…”

Section: Performance Evaluationmentioning

confidence: 99%

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Gesture generation by the robotic hand for aiding speech and hard of hearing persons based on indian sign language

Verma,

Anand

2024

Heliyon

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Section: Performance Evaluationmentioning

confidence: 99%

“…Based on the above research in Refs. [ 12 , 13 ], it was observed that the research was based on gesture recognition using Machine Learning techniques without incorporating any artificial robotic aids for assisting speech and hearing-impaired individuals. Also, in Ref.…”

Section: Performance Evaluationmentioning

confidence: 99%