Matches in SemOpenAlex for { <https://semopenalex.org/work/W2037213332> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2037213332 abstract "Outlier detection over data streams is an increasingly important task in data mining. Traditional distance-based data stream outlier detection is unsuitable for high-dimensional data sets, since the discrimination of distances between different data points becomes rather poor in high dimensional space. ABOD (Angle-based Outlier Detection) is an effective approach to detecting outliers in high-dimensional space. In this paper, the problem of continuous ABOD over data streams is studied. Generally, only a few data objects may change their states during two consecutive timestamps. Therefore, we propose several incremental angle-based outlier detection approaches over data streams based on ABOD and its variants that provide visible speed-up without loss of accuracy. Firstly, the basic ideas of these incremental algorithms are introduced. Then, we explain the time complexity of them. Finally, we use synthetic data streams to prove their efficiency." @default.
- W2037213332 created "2016-06-24" @default.
- W2037213332 creator A5064322519 @default.
- W2037213332 creator A5067368540 @default.
- W2037213332 creator A5076518693 @default.
- W2037213332 date "2014-01-01" @default.
- W2037213332 modified "2023-09-23" @default.
- W2037213332 title "Continuous Angle-based Outlier Detection on High-dimensional Data Streams" @default.
- W2037213332 cites W1986332411 @default.
- W2037213332 cites W2030322298 @default.
- W2037213332 cites W2041559880 @default.
- W2037213332 cites W2049058890 @default.
- W2037213332 cites W2061122559 @default.
- W2037213332 cites W2061240327 @default.
- W2037213332 cites W2090668960 @default.
- W2037213332 cites W2152576712 @default.
- W2037213332 cites W4254182148 @default.
- W2037213332 doi "https://doi.org/10.1145/2790755.2790775" @default.
- W2037213332 hasPublicationYear "2014" @default.
- W2037213332 type Work @default.
- W2037213332 sameAs 2037213332 @default.
- W2037213332 citedByCount "13" @default.
- W2037213332 countsByYear W20372133322016 @default.
- W2037213332 countsByYear W20372133322017 @default.
- W2037213332 countsByYear W20372133322018 @default.
- W2037213332 countsByYear W20372133322019 @default.
- W2037213332 countsByYear W20372133322020 @default.
- W2037213332 countsByYear W20372133322021 @default.
- W2037213332 countsByYear W20372133322022 @default.
- W2037213332 crossrefType "proceedings-article" @default.
- W2037213332 hasAuthorship W2037213332A5064322519 @default.
- W2037213332 hasAuthorship W2037213332A5067368540 @default.
- W2037213332 hasAuthorship W2037213332A5076518693 @default.
- W2037213332 hasConcept C113954288 @default.
- W2037213332 hasConcept C124101348 @default.
- W2037213332 hasConcept C153180895 @default.
- W2037213332 hasConcept C154945302 @default.
- W2037213332 hasConcept C203595873 @default.
- W2037213332 hasConcept C21080849 @default.
- W2037213332 hasConcept C2778484313 @default.
- W2037213332 hasConcept C31258907 @default.
- W2037213332 hasConcept C41008148 @default.
- W2037213332 hasConcept C42090638 @default.
- W2037213332 hasConcept C739882 @default.
- W2037213332 hasConcept C76155785 @default.
- W2037213332 hasConcept C79337645 @default.
- W2037213332 hasConcept C79403827 @default.
- W2037213332 hasConcept C89198739 @default.
- W2037213332 hasConceptScore W2037213332C113954288 @default.
- W2037213332 hasConceptScore W2037213332C124101348 @default.
- W2037213332 hasConceptScore W2037213332C153180895 @default.
- W2037213332 hasConceptScore W2037213332C154945302 @default.
- W2037213332 hasConceptScore W2037213332C203595873 @default.
- W2037213332 hasConceptScore W2037213332C21080849 @default.
- W2037213332 hasConceptScore W2037213332C2778484313 @default.
- W2037213332 hasConceptScore W2037213332C31258907 @default.
- W2037213332 hasConceptScore W2037213332C41008148 @default.
- W2037213332 hasConceptScore W2037213332C42090638 @default.
- W2037213332 hasConceptScore W2037213332C739882 @default.
- W2037213332 hasConceptScore W2037213332C76155785 @default.
- W2037213332 hasConceptScore W2037213332C79337645 @default.
- W2037213332 hasConceptScore W2037213332C79403827 @default.
- W2037213332 hasConceptScore W2037213332C89198739 @default.
- W2037213332 hasLocation W20372133321 @default.
- W2037213332 hasOpenAccess W2037213332 @default.
- W2037213332 hasPrimaryLocation W20372133321 @default.
- W2037213332 hasRelatedWork W1995014849 @default.
- W2037213332 hasRelatedWork W2039841137 @default.
- W2037213332 hasRelatedWork W2406743792 @default.
- W2037213332 hasRelatedWork W2548094213 @default.
- W2037213332 hasRelatedWork W2585261012 @default.
- W2037213332 hasRelatedWork W2747338096 @default.
- W2037213332 hasRelatedWork W2794689483 @default.
- W2037213332 hasRelatedWork W2806745815 @default.
- W2037213332 hasRelatedWork W2913619435 @default.
- W2037213332 hasRelatedWork W3093275957 @default.
- W2037213332 isParatext "false" @default.
- W2037213332 isRetracted "false" @default.
- W2037213332 magId "2037213332" @default.
- W2037213332 workType "article" @default.