Matches in SemOpenAlex for { <https://semopenalex.org/work/W2609502638> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2609502638 abstract "Modern bionic hand prostheses feature unprecedented functionality, permitting motion in multiple degrees of freedom (DoFs). However, conventional user interfaces allow for contolling only one DoF at a time. An intuitive, direct and simultaneous control of multiple DoFs requires machine learning models. Unfortunately, such models are not yet sufficiently robust to real-world disturbances, such as electrode shifts. We propose a novel expectation maximization approach for transfer learning to rapidly recalibrate a machine learning model if disturbances occur.In our experimental evaluation we show that even if few data points are available which do not cover all classes, our proposed approach finds a viable transfer mapping which improves classification accuracy significantly and outperforms all tested baselines." @default.
- W2609502638 created "2017-05-05" @default.
- W2609502638 creator A5000097541 @default.
- W2609502638 creator A5020392905 @default.
- W2609502638 creator A5057832550 @default.
- W2609502638 creator A5091180862 @default.
- W2609502638 date "2017-01-01" @default.
- W2609502638 modified "2023-09-24" @default.
- W2609502638 title "An EM transfer learning algorithm with applications in bionic hand prostheses." @default.
- W2609502638 cites W1978920452 @default.
- W2609502638 cites W2013463953 @default.
- W2609502638 cites W2039434802 @default.
- W2609502638 cites W2049633694 @default.
- W2609502638 cites W2066327120 @default.
- W2609502638 cites W2088580249 @default.
- W2609502638 cites W2104544700 @default.
- W2609502638 cites W2165698076 @default.
- W2609502638 cites W2524986768 @default.
- W2609502638 hasPublicationYear "2017" @default.
- W2609502638 type Work @default.
- W2609502638 sameAs 2609502638 @default.
- W2609502638 citedByCount "2" @default.
- W2609502638 countsByYear W26095026382017 @default.
- W2609502638 countsByYear W26095026382019 @default.
- W2609502638 crossrefType "proceedings-article" @default.
- W2609502638 hasAuthorship W2609502638A5000097541 @default.
- W2609502638 hasAuthorship W2609502638A5020392905 @default.
- W2609502638 hasAuthorship W2609502638A5057832550 @default.
- W2609502638 hasAuthorship W2609502638A5091180862 @default.
- W2609502638 hasConcept C104114177 @default.
- W2609502638 hasConcept C11413529 @default.
- W2609502638 hasConcept C119857082 @default.
- W2609502638 hasConcept C121332964 @default.
- W2609502638 hasConcept C126255220 @default.
- W2609502638 hasConcept C127413603 @default.
- W2609502638 hasConcept C138885662 @default.
- W2609502638 hasConcept C150899416 @default.
- W2609502638 hasConcept C154945302 @default.
- W2609502638 hasConcept C208081375 @default.
- W2609502638 hasConcept C2776330181 @default.
- W2609502638 hasConcept C2776401178 @default.
- W2609502638 hasConcept C2780428219 @default.
- W2609502638 hasConcept C33923547 @default.
- W2609502638 hasConcept C41008148 @default.
- W2609502638 hasConcept C41895202 @default.
- W2609502638 hasConcept C62520636 @default.
- W2609502638 hasConcept C78519656 @default.
- W2609502638 hasConceptScore W2609502638C104114177 @default.
- W2609502638 hasConceptScore W2609502638C11413529 @default.
- W2609502638 hasConceptScore W2609502638C119857082 @default.
- W2609502638 hasConceptScore W2609502638C121332964 @default.
- W2609502638 hasConceptScore W2609502638C126255220 @default.
- W2609502638 hasConceptScore W2609502638C127413603 @default.
- W2609502638 hasConceptScore W2609502638C138885662 @default.
- W2609502638 hasConceptScore W2609502638C150899416 @default.
- W2609502638 hasConceptScore W2609502638C154945302 @default.
- W2609502638 hasConceptScore W2609502638C208081375 @default.
- W2609502638 hasConceptScore W2609502638C2776330181 @default.
- W2609502638 hasConceptScore W2609502638C2776401178 @default.
- W2609502638 hasConceptScore W2609502638C2780428219 @default.
- W2609502638 hasConceptScore W2609502638C33923547 @default.
- W2609502638 hasConceptScore W2609502638C41008148 @default.
- W2609502638 hasConceptScore W2609502638C41895202 @default.
- W2609502638 hasConceptScore W2609502638C62520636 @default.
- W2609502638 hasConceptScore W2609502638C78519656 @default.
- W2609502638 hasLocation W26095026381 @default.
- W2609502638 hasOpenAccess W2609502638 @default.
- W2609502638 hasPrimaryLocation W26095026381 @default.
- W2609502638 hasRelatedWork W2156681614 @default.
- W2609502638 hasRelatedWork W2296360731 @default.
- W2609502638 hasRelatedWork W2539610714 @default.
- W2609502638 hasRelatedWork W2547333951 @default.
- W2609502638 hasRelatedWork W2736457169 @default.
- W2609502638 hasRelatedWork W2771549791 @default.
- W2609502638 hasRelatedWork W2798177509 @default.
- W2609502638 hasRelatedWork W2808875021 @default.
- W2609502638 hasRelatedWork W2810329949 @default.
- W2609502638 hasRelatedWork W2891028085 @default.
- W2609502638 hasRelatedWork W2911386938 @default.
- W2609502638 hasRelatedWork W2967746726 @default.
- W2609502638 hasRelatedWork W2982252571 @default.
- W2609502638 hasRelatedWork W3010923030 @default.
- W2609502638 hasRelatedWork W3026178382 @default.
- W2609502638 hasRelatedWork W3029529904 @default.
- W2609502638 hasRelatedWork W3046931678 @default.
- W2609502638 hasRelatedWork W3096765004 @default.
- W2609502638 hasRelatedWork W3138077574 @default.
- W2609502638 hasRelatedWork W2618181420 @default.
- W2609502638 isParatext "false" @default.
- W2609502638 isRetracted "false" @default.
- W2609502638 magId "2609502638" @default.
- W2609502638 workType "article" @default.