Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205598751> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4205598751 endingPage "342" @default.
- W4205598751 startingPage "332" @default.
- W4205598751 abstract "Performing hand gestures is a form of nonverbal communication that occurs every day all over the world. The act of opening a door requires the hand to clench in a fist around the handle. Some may motion an individual to stop in place by flexing their hand upward with their palm facing away from the performer. Many individuals are used to performing hand gestures like these without much thought, but not everyone is this fortunate. Individuals who have lost their hand for one reason or the other are limited in their nonverbal communication capabilities. To address this, medical professionals develop controllable prosthetics driven by trained models to perform hand gestures and restore biological accurate movement. This paper aims to develop a genetic fuzzy classifier that uses myoelectric signals acquired by electromyographic sensors to characterize certain movements of an individual’s hand. The eight sensor readings are preprocessed before becoming inputs to the genetic fuzzy system. The output from the system is a single hand gesture. The genetic fuzzy classifier displays an accuracy of 67% using the training dataset and 69% using the testing set while classifying 3 hand gestures." @default.
- W4205598751 created "2022-01-26" @default.
- W4205598751 creator A5034113408 @default.
- W4205598751 creator A5041823961 @default.
- W4205598751 date "2021-07-28" @default.
- W4205598751 modified "2023-09-27" @default.
- W4205598751 title "Genetic Fuzzy Hand Gesture Classifier" @default.
- W4205598751 cites W2045036720 @default.
- W4205598751 cites W2133935519 @default.
- W4205598751 cites W2134805236 @default.
- W4205598751 cites W2566079294 @default.
- W4205598751 cites W2735762883 @default.
- W4205598751 cites W2795870271 @default.
- W4205598751 cites W2914826741 @default.
- W4205598751 cites W2943532022 @default.
- W4205598751 cites W4249545506 @default.
- W4205598751 doi "https://doi.org/10.1007/978-3-030-82099-2_30" @default.
- W4205598751 hasPublicationYear "2021" @default.
- W4205598751 type Work @default.
- W4205598751 citedByCount "1" @default.
- W4205598751 countsByYear W42055987512023 @default.
- W4205598751 crossrefType "book-chapter" @default.
- W4205598751 hasAuthorship W4205598751A5034113408 @default.
- W4205598751 hasAuthorship W4205598751A5041823961 @default.
- W4205598751 hasConcept C107457646 @default.
- W4205598751 hasConcept C145633318 @default.
- W4205598751 hasConcept C154945302 @default.
- W4205598751 hasConcept C15744967 @default.
- W4205598751 hasConcept C159437735 @default.
- W4205598751 hasConcept C207347870 @default.
- W4205598751 hasConcept C2780573568 @default.
- W4205598751 hasConcept C28490314 @default.
- W4205598751 hasConcept C31972630 @default.
- W4205598751 hasConcept C41008148 @default.
- W4205598751 hasConcept C42407357 @default.
- W4205598751 hasConcept C46312422 @default.
- W4205598751 hasConcept C58166 @default.
- W4205598751 hasConcept C71924100 @default.
- W4205598751 hasConcept C95623464 @default.
- W4205598751 hasConceptScore W4205598751C107457646 @default.
- W4205598751 hasConceptScore W4205598751C145633318 @default.
- W4205598751 hasConceptScore W4205598751C154945302 @default.
- W4205598751 hasConceptScore W4205598751C15744967 @default.
- W4205598751 hasConceptScore W4205598751C159437735 @default.
- W4205598751 hasConceptScore W4205598751C207347870 @default.
- W4205598751 hasConceptScore W4205598751C2780573568 @default.
- W4205598751 hasConceptScore W4205598751C28490314 @default.
- W4205598751 hasConceptScore W4205598751C31972630 @default.
- W4205598751 hasConceptScore W4205598751C41008148 @default.
- W4205598751 hasConceptScore W4205598751C42407357 @default.
- W4205598751 hasConceptScore W4205598751C46312422 @default.
- W4205598751 hasConceptScore W4205598751C58166 @default.
- W4205598751 hasConceptScore W4205598751C71924100 @default.
- W4205598751 hasConceptScore W4205598751C95623464 @default.
- W4205598751 hasLocation W42055987511 @default.
- W4205598751 hasOpenAccess W4205598751 @default.
- W4205598751 hasPrimaryLocation W42055987511 @default.
- W4205598751 hasRelatedWork W1554778538 @default.
- W4205598751 hasRelatedWork W2107891793 @default.
- W4205598751 hasRelatedWork W2234765641 @default.
- W4205598751 hasRelatedWork W2274237712 @default.
- W4205598751 hasRelatedWork W2998581831 @default.
- W4205598751 hasRelatedWork W3089291544 @default.
- W4205598751 hasRelatedWork W3197755046 @default.
- W4205598751 hasRelatedWork W4205598751 @default.
- W4205598751 hasRelatedWork W4367662821 @default.
- W4205598751 hasRelatedWork W4379056778 @default.
- W4205598751 isParatext "false" @default.
- W4205598751 isRetracted "false" @default.
- W4205598751 workType "book-chapter" @default.