Matches in SemOpenAlex for { <https://semopenalex.org/work/W3202364339> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3202364339 endingPage "1646" @default.
- W3202364339 startingPage "1623" @default.
- W3202364339 abstract "Abstract We propose MultiRocket, a fast time series classification (TSC) algorithm that achieves state-of-the-art accuracy with a tiny fraction of the time and without the complex ensembling structure of many state-of-the-art methods. MultiRocket improves on MiniRocket, one of the fastest TSC algorithms to date, by adding multiple pooling operators and transformations to improve the diversity of the features generated. In addition to processing the raw input series, MultiRocket also applies first order differences to transform the original series. Convolutions are applied to both representations, and four pooling operators are applied to the convolution outputs. When benchmarked using the University of California Riverside TSC benchmark datasets, MultiRocket is significantly more accurate than MiniRocket, and competitive with the best ranked current method in terms of accuracy, HIVE-COTE 2.0, while being orders of magnitude faster." @default.
- W3202364339 created "2021-10-11" @default.
- W3202364339 creator A5010495833 @default.
- W3202364339 creator A5048902098 @default.
- W3202364339 creator A5058054791 @default.
- W3202364339 creator A5088038766 @default.
- W3202364339 date "2022-06-29" @default.
- W3202364339 modified "2023-10-05" @default.
- W3202364339 title "MultiRocket: multiple pooling operators and transformations for fast and effective time series classification" @default.
- W3202364339 cites W1984674851 @default.
- W3202364339 cites W2024300411 @default.
- W3202364339 cites W2050493487 @default.
- W3202364339 cites W2166547175 @default.
- W3202364339 cites W2237307454 @default.
- W3202364339 cites W2245493112 @default.
- W3202364339 cites W2524083015 @default.
- W3202364339 cites W2555077524 @default.
- W3202364339 cites W2898777543 @default.
- W3202364339 cites W2967988901 @default.
- W3202364339 cites W2986524475 @default.
- W3202364339 cites W2988244882 @default.
- W3202364339 cites W3010158807 @default.
- W3202364339 cites W3042807565 @default.
- W3202364339 cites W3080921724 @default.
- W3202364339 cites W3083891030 @default.
- W3202364339 cites W3098967488 @default.
- W3202364339 cites W3110709724 @default.
- W3202364339 cites W3134882343 @default.
- W3202364339 cites W3161074107 @default.
- W3202364339 cites W3186145246 @default.
- W3202364339 cites W3190461479 @default.
- W3202364339 cites W3194337021 @default.
- W3202364339 cites W4239867545 @default.
- W3202364339 doi "https://doi.org/10.1007/s10618-022-00844-1" @default.
- W3202364339 hasPublicationYear "2022" @default.
- W3202364339 type Work @default.
- W3202364339 sameAs 3202364339 @default.
- W3202364339 citedByCount "22" @default.
- W3202364339 countsByYear W32023643392022 @default.
- W3202364339 countsByYear W32023643392023 @default.
- W3202364339 crossrefType "journal-article" @default.
- W3202364339 hasAuthorship W3202364339A5010495833 @default.
- W3202364339 hasAuthorship W3202364339A5048902098 @default.
- W3202364339 hasAuthorship W3202364339A5058054791 @default.
- W3202364339 hasAuthorship W3202364339A5088038766 @default.
- W3202364339 hasBestOaLocation W32023643391 @default.
- W3202364339 hasConcept C11413529 @default.
- W3202364339 hasConcept C124101348 @default.
- W3202364339 hasConcept C13280743 @default.
- W3202364339 hasConcept C143724316 @default.
- W3202364339 hasConcept C151730666 @default.
- W3202364339 hasConcept C153180895 @default.
- W3202364339 hasConcept C154945302 @default.
- W3202364339 hasConcept C185798385 @default.
- W3202364339 hasConcept C205649164 @default.
- W3202364339 hasConcept C41008148 @default.
- W3202364339 hasConcept C45347329 @default.
- W3202364339 hasConcept C50644808 @default.
- W3202364339 hasConcept C70437156 @default.
- W3202364339 hasConcept C86803240 @default.
- W3202364339 hasConceptScore W3202364339C11413529 @default.
- W3202364339 hasConceptScore W3202364339C124101348 @default.
- W3202364339 hasConceptScore W3202364339C13280743 @default.
- W3202364339 hasConceptScore W3202364339C143724316 @default.
- W3202364339 hasConceptScore W3202364339C151730666 @default.
- W3202364339 hasConceptScore W3202364339C153180895 @default.
- W3202364339 hasConceptScore W3202364339C154945302 @default.
- W3202364339 hasConceptScore W3202364339C185798385 @default.
- W3202364339 hasConceptScore W3202364339C205649164 @default.
- W3202364339 hasConceptScore W3202364339C41008148 @default.
- W3202364339 hasConceptScore W3202364339C45347329 @default.
- W3202364339 hasConceptScore W3202364339C50644808 @default.
- W3202364339 hasConceptScore W3202364339C70437156 @default.
- W3202364339 hasConceptScore W3202364339C86803240 @default.
- W3202364339 hasFunder F4320334704 @default.
- W3202364339 hasIssue "5" @default.
- W3202364339 hasLocation W32023643391 @default.
- W3202364339 hasLocation W32023643392 @default.
- W3202364339 hasLocation W32023643393 @default.
- W3202364339 hasOpenAccess W3202364339 @default.
- W3202364339 hasPrimaryLocation W32023643391 @default.
- W3202364339 hasRelatedWork W112744582 @default.
- W3202364339 hasRelatedWork W1485630101 @default.
- W3202364339 hasRelatedWork W2043075591 @default.
- W3202364339 hasRelatedWork W2081245617 @default.
- W3202364339 hasRelatedWork W2291847203 @default.
- W3202364339 hasRelatedWork W2498017833 @default.
- W3202364339 hasRelatedWork W2944724518 @default.
- W3202364339 hasRelatedWork W3033750096 @default.
- W3202364339 hasRelatedWork W3198240473 @default.
- W3202364339 hasRelatedWork W4300956183 @default.
- W3202364339 hasVolume "36" @default.
- W3202364339 isParatext "false" @default.
- W3202364339 isRetracted "false" @default.
- W3202364339 magId "3202364339" @default.
- W3202364339 workType "article" @default.