Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367000498> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4367000498 abstract "The 21st century has witnessed a growing interest in the analysis of time series data. Whereas most of the literature on the topic deals with real-valued time series, ordinal time series have typically received much less attention. However, the development of specific analytical tools for the latter objects has substantially increased in recent years. The R package otsfeatures attempts to provide a set of simple functions for analyzing ordinal time series. In particular, several commands allowing the extraction of well-known statistical features and the execution of inferential tasks are available for the user. The output of several functions can be employed to perform traditional machine learning tasks including clustering, classification or outlier detection. otsfeatures also incorporates two datasets of financial time series which were used in the literature for clustering purposes, as well as three interesting synthetic databases. The main properties of the package are described and its use is illustrated through several examples. Researchers from a broad variety of disciplines could benefit from the powerful tools provided by otsfeatures." @default.
- W4367000498 created "2023-04-27" @default.
- W4367000498 creator A5016114672 @default.
- W4367000498 creator A5080329589 @default.
- W4367000498 date "2023-04-24" @default.
- W4367000498 modified "2023-09-25" @default.
- W4367000498 title "Ordinal time series analysis with the R package otsfeatures" @default.
- W4367000498 doi "https://doi.org/10.48550/arxiv.2304.12251" @default.
- W4367000498 hasPublicationYear "2023" @default.
- W4367000498 type Work @default.
- W4367000498 citedByCount "0" @default.
- W4367000498 crossrefType "posted-content" @default.
- W4367000498 hasAuthorship W4367000498A5016114672 @default.
- W4367000498 hasAuthorship W4367000498A5080329589 @default.
- W4367000498 hasBestOaLocation W43670004981 @default.
- W4367000498 hasConcept C111472728 @default.
- W4367000498 hasConcept C119857082 @default.
- W4367000498 hasConcept C124101348 @default.
- W4367000498 hasConcept C136197465 @default.
- W4367000498 hasConcept C138885662 @default.
- W4367000498 hasConcept C143724316 @default.
- W4367000498 hasConcept C151406439 @default.
- W4367000498 hasConcept C151730666 @default.
- W4367000498 hasConcept C154945302 @default.
- W4367000498 hasConcept C177264268 @default.
- W4367000498 hasConcept C199360897 @default.
- W4367000498 hasConcept C2780586882 @default.
- W4367000498 hasConcept C41008148 @default.
- W4367000498 hasConcept C73555534 @default.
- W4367000498 hasConcept C739882 @default.
- W4367000498 hasConcept C79337645 @default.
- W4367000498 hasConcept C86803240 @default.
- W4367000498 hasConceptScore W4367000498C111472728 @default.
- W4367000498 hasConceptScore W4367000498C119857082 @default.
- W4367000498 hasConceptScore W4367000498C124101348 @default.
- W4367000498 hasConceptScore W4367000498C136197465 @default.
- W4367000498 hasConceptScore W4367000498C138885662 @default.
- W4367000498 hasConceptScore W4367000498C143724316 @default.
- W4367000498 hasConceptScore W4367000498C151406439 @default.
- W4367000498 hasConceptScore W4367000498C151730666 @default.
- W4367000498 hasConceptScore W4367000498C154945302 @default.
- W4367000498 hasConceptScore W4367000498C177264268 @default.
- W4367000498 hasConceptScore W4367000498C199360897 @default.
- W4367000498 hasConceptScore W4367000498C2780586882 @default.
- W4367000498 hasConceptScore W4367000498C41008148 @default.
- W4367000498 hasConceptScore W4367000498C73555534 @default.
- W4367000498 hasConceptScore W4367000498C739882 @default.
- W4367000498 hasConceptScore W4367000498C79337645 @default.
- W4367000498 hasConceptScore W4367000498C86803240 @default.
- W4367000498 hasLocation W43670004981 @default.
- W4367000498 hasOpenAccess W4367000498 @default.
- W4367000498 hasPrimaryLocation W43670004981 @default.
- W4367000498 hasRelatedWork W2143077131 @default.
- W4367000498 hasRelatedWork W2238926016 @default.
- W4367000498 hasRelatedWork W2337929971 @default.
- W4367000498 hasRelatedWork W3183283580 @default.
- W4367000498 hasRelatedWork W4210448235 @default.
- W4367000498 hasRelatedWork W4250175685 @default.
- W4367000498 hasRelatedWork W4287887330 @default.
- W4367000498 hasRelatedWork W4312609022 @default.
- W4367000498 hasRelatedWork W4313069709 @default.
- W4367000498 hasRelatedWork W2575052681 @default.
- W4367000498 isParatext "false" @default.
- W4367000498 isRetracted "false" @default.
- W4367000498 workType "article" @default.