Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366308448> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4366308448 abstract "In this paper, a method for time series augmentation, aiming at the improvement of human action recognition accuracy of a deep learning classifier, is proposed. The approach performs time-scale modifications of the input time series and transforms them into compact sequences of time segments using Piecewise Aggregate Approximation (PAA) to facilitate the training of a neural network. The approach is compared against related methods on six representative datasets using Bidirectional Long Short-Term Memory (BiLSTM) classifier. It is shown that the resulting artificial time series lead to a better performance of the deep learning model than augmented data samples generated by popular approaches. The source code of the method is available at https://marosz.kia.prz.edu.pl/Adder.html." @default.
- W4366308448 created "2023-04-20" @default.
- W4366308448 creator A5042696358 @default.
- W4366308448 creator A5043406964 @default.
- W4366308448 date "2022-10-01" @default.
- W4366308448 modified "2023-09-25" @default.
- W4366308448 title "Time Series Augmentation with Time-Scale Modifications and Piecewise Aggregate Approximation for Human Action Recognition" @default.
- W4366308448 cites W1966554111 @default.
- W4366308448 cites W1984798172 @default.
- W4366308448 cites W2052648922 @default.
- W4366308448 cites W2064675550 @default.
- W4366308448 cites W2144380653 @default.
- W4366308448 cites W2148143831 @default.
- W4366308448 cites W2296311849 @default.
- W4366308448 cites W2773662615 @default.
- W4366308448 cites W2810632432 @default.
- W4366308448 cites W2917819557 @default.
- W4366308448 cites W2996173043 @default.
- W4366308448 cites W3046296398 @default.
- W4366308448 cites W3088431369 @default.
- W4366308448 cites W3101667008 @default.
- W4366308448 cites W3108646125 @default.
- W4366308448 cites W3119861781 @default.
- W4366308448 cites W3179656136 @default.
- W4366308448 cites W3197189564 @default.
- W4366308448 cites W3199905512 @default.
- W4366308448 doi "https://doi.org/10.1109/ictai56018.2022.00108" @default.
- W4366308448 hasPublicationYear "2022" @default.
- W4366308448 type Work @default.
- W4366308448 citedByCount "0" @default.
- W4366308448 crossrefType "proceedings-article" @default.
- W4366308448 hasAuthorship W4366308448A5042696358 @default.
- W4366308448 hasAuthorship W4366308448A5043406964 @default.
- W4366308448 hasConcept C108583219 @default.
- W4366308448 hasConcept C11413529 @default.
- W4366308448 hasConcept C119857082 @default.
- W4366308448 hasConcept C133488467 @default.
- W4366308448 hasConcept C134306372 @default.
- W4366308448 hasConcept C143724316 @default.
- W4366308448 hasConcept C147168706 @default.
- W4366308448 hasConcept C151406439 @default.
- W4366308448 hasConcept C151730666 @default.
- W4366308448 hasConcept C153180895 @default.
- W4366308448 hasConcept C154945302 @default.
- W4366308448 hasConcept C164660894 @default.
- W4366308448 hasConcept C2777212361 @default.
- W4366308448 hasConcept C2987834672 @default.
- W4366308448 hasConcept C33923547 @default.
- W4366308448 hasConcept C41008148 @default.
- W4366308448 hasConcept C50644808 @default.
- W4366308448 hasConcept C86803240 @default.
- W4366308448 hasConcept C95623464 @default.
- W4366308448 hasConceptScore W4366308448C108583219 @default.
- W4366308448 hasConceptScore W4366308448C11413529 @default.
- W4366308448 hasConceptScore W4366308448C119857082 @default.
- W4366308448 hasConceptScore W4366308448C133488467 @default.
- W4366308448 hasConceptScore W4366308448C134306372 @default.
- W4366308448 hasConceptScore W4366308448C143724316 @default.
- W4366308448 hasConceptScore W4366308448C147168706 @default.
- W4366308448 hasConceptScore W4366308448C151406439 @default.
- W4366308448 hasConceptScore W4366308448C151730666 @default.
- W4366308448 hasConceptScore W4366308448C153180895 @default.
- W4366308448 hasConceptScore W4366308448C154945302 @default.
- W4366308448 hasConceptScore W4366308448C164660894 @default.
- W4366308448 hasConceptScore W4366308448C2777212361 @default.
- W4366308448 hasConceptScore W4366308448C2987834672 @default.
- W4366308448 hasConceptScore W4366308448C33923547 @default.
- W4366308448 hasConceptScore W4366308448C41008148 @default.
- W4366308448 hasConceptScore W4366308448C50644808 @default.
- W4366308448 hasConceptScore W4366308448C86803240 @default.
- W4366308448 hasConceptScore W4366308448C95623464 @default.
- W4366308448 hasLocation W43663084481 @default.
- W4366308448 hasOpenAccess W4366308448 @default.
- W4366308448 hasPrimaryLocation W43663084481 @default.
- W4366308448 hasRelatedWork W3016514588 @default.
- W4366308448 hasRelatedWork W3158264953 @default.
- W4366308448 hasRelatedWork W3208028783 @default.
- W4366308448 hasRelatedWork W4213225422 @default.
- W4366308448 hasRelatedWork W4223943233 @default.
- W4366308448 hasRelatedWork W4309045103 @default.
- W4366308448 hasRelatedWork W4310989423 @default.
- W4366308448 hasRelatedWork W4312200629 @default.
- W4366308448 hasRelatedWork W4360585206 @default.
- W4366308448 hasRelatedWork W564581980 @default.
- W4366308448 isParatext "false" @default.
- W4366308448 isRetracted "false" @default.
- W4366308448 workType "article" @default.