Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895834293> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2895834293 abstract "In this paper, the method of concept drift detection in time-varying data stream mining is considered. The Restricted Boltzmann Machine (RBM) is proposed to be applied as a drift detector. The RBMs which are able to learn joint probability distributions of attribute values and their classes were taken into account. Properly learned they contain a compressed information about the underlying data distribution. The RBM learned on a part of the data stream can be used to determine possible changes in the data stream probability distribution. Two evaluation measures are applied as indicators of possible sudden or gradual changes: the reconstruction error and the free energy. In experiments conducted on synthetic datasets, both measures proved to be well suited for the task of concept drift detection." @default.
- W2895834293 created "2018-10-26" @default.
- W2895834293 creator A5056212950 @default.
- W2895834293 creator A5060011738 @default.
- W2895834293 creator A5085197012 @default.
- W2895834293 date "2018-07-01" @default.
- W2895834293 modified "2023-10-18" @default.
- W2895834293 title "Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine" @default.
- W2895834293 cites W1964155876 @default.
- W2895834293 cites W1982039810 @default.
- W2895834293 cites W2000454347 @default.
- W2895834293 cites W2049151032 @default.
- W2895834293 cites W2064630666 @default.
- W2895834293 cites W2068714596 @default.
- W2895834293 cites W2074988520 @default.
- W2895834293 cites W2084689094 @default.
- W2895834293 cites W2116064496 @default.
- W2895834293 cites W2588336250 @default.
- W2895834293 cites W2602265954 @default.
- W2895834293 cites W2761467871 @default.
- W2895834293 cites W2785325342 @default.
- W2895834293 doi "https://doi.org/10.1109/ijcnn.2018.8489053" @default.
- W2895834293 hasPublicationYear "2018" @default.
- W2895834293 type Work @default.
- W2895834293 sameAs 2895834293 @default.
- W2895834293 citedByCount "10" @default.
- W2895834293 countsByYear W28958342932019 @default.
- W2895834293 countsByYear W28958342932020 @default.
- W2895834293 countsByYear W28958342932021 @default.
- W2895834293 countsByYear W28958342932022 @default.
- W2895834293 countsByYear W28958342932023 @default.
- W2895834293 crossrefType "proceedings-article" @default.
- W2895834293 hasAuthorship W2895834293A5056212950 @default.
- W2895834293 hasAuthorship W2895834293A5060011738 @default.
- W2895834293 hasAuthorship W2895834293A5085197012 @default.
- W2895834293 hasConcept C105795698 @default.
- W2895834293 hasConcept C108583219 @default.
- W2895834293 hasConcept C11413529 @default.
- W2895834293 hasConcept C124101348 @default.
- W2895834293 hasConcept C149441793 @default.
- W2895834293 hasConcept C153180895 @default.
- W2895834293 hasConcept C154945302 @default.
- W2895834293 hasConcept C186370098 @default.
- W2895834293 hasConcept C18653775 @default.
- W2895834293 hasConcept C192576344 @default.
- W2895834293 hasConcept C199354608 @default.
- W2895834293 hasConcept C2778484313 @default.
- W2895834293 hasConcept C33923547 @default.
- W2895834293 hasConcept C41008148 @default.
- W2895834293 hasConcept C60777511 @default.
- W2895834293 hasConcept C76155785 @default.
- W2895834293 hasConcept C89198739 @default.
- W2895834293 hasConcept C94915269 @default.
- W2895834293 hasConceptScore W2895834293C105795698 @default.
- W2895834293 hasConceptScore W2895834293C108583219 @default.
- W2895834293 hasConceptScore W2895834293C11413529 @default.
- W2895834293 hasConceptScore W2895834293C124101348 @default.
- W2895834293 hasConceptScore W2895834293C149441793 @default.
- W2895834293 hasConceptScore W2895834293C153180895 @default.
- W2895834293 hasConceptScore W2895834293C154945302 @default.
- W2895834293 hasConceptScore W2895834293C186370098 @default.
- W2895834293 hasConceptScore W2895834293C18653775 @default.
- W2895834293 hasConceptScore W2895834293C192576344 @default.
- W2895834293 hasConceptScore W2895834293C199354608 @default.
- W2895834293 hasConceptScore W2895834293C2778484313 @default.
- W2895834293 hasConceptScore W2895834293C33923547 @default.
- W2895834293 hasConceptScore W2895834293C41008148 @default.
- W2895834293 hasConceptScore W2895834293C60777511 @default.
- W2895834293 hasConceptScore W2895834293C76155785 @default.
- W2895834293 hasConceptScore W2895834293C89198739 @default.
- W2895834293 hasConceptScore W2895834293C94915269 @default.
- W2895834293 hasLocation W28958342931 @default.
- W2895834293 hasOpenAccess W2895834293 @default.
- W2895834293 hasPrimaryLocation W28958342931 @default.
- W2895834293 hasRelatedWork W1660343246 @default.
- W2895834293 hasRelatedWork W2026324356 @default.
- W2895834293 hasRelatedWork W2074501513 @default.
- W2895834293 hasRelatedWork W2574092225 @default.
- W2895834293 hasRelatedWork W2785325342 @default.
- W2895834293 hasRelatedWork W2912132049 @default.
- W2895834293 hasRelatedWork W2992330403 @default.
- W2895834293 hasRelatedWork W3204789681 @default.
- W2895834293 hasRelatedWork W3214672833 @default.
- W2895834293 hasRelatedWork W4246591448 @default.
- W2895834293 isParatext "false" @default.
- W2895834293 isRetracted "false" @default.
- W2895834293 magId "2895834293" @default.
- W2895834293 workType "article" @default.