Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313000746> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4313000746 abstract "To solve the problem of imbalanced data classification, a resampling algorithm based on sample similarity and variation coefficient is proposed. For minority samples, new samples are synthesized with bias according to the similarity between samples. For majority samples, the boundary region is determined according to their variation coefficients, and the samples in the non-boundary region are deleted randomly. By the above two methods, original data set is reconstructed, and sample scales of two classes become more balanced. The identification ability of minority samples and overall classification accuracy can be improved effectively by scientifically guiding oversampling and undersampling. Finally, the imbalanced data sets were adopted for verification by using the kernel extreme learning machine (KELM) as classifier. Experimental results show that the overall performance of the proposed algorithm is superior to other comparison algorithms in dealing with imbalanced data classification." @default.
- W4313000746 created "2023-01-05" @default.
- W4313000746 creator A5019922407 @default.
- W4313000746 creator A5074086350 @default.
- W4313000746 creator A5080189998 @default.
- W4313000746 creator A5085071786 @default.
- W4313000746 date "2022-10-12" @default.
- W4313000746 modified "2023-09-23" @default.
- W4313000746 title "Resampling algorithm based on sample similarity and variation coefficient" @default.
- W4313000746 cites W2026131661 @default.
- W4313000746 cites W2033162169 @default.
- W4313000746 cites W2067178084 @default.
- W4313000746 cites W2107686700 @default.
- W4313000746 cites W2148143831 @default.
- W4313000746 cites W2168025622 @default.
- W4313000746 cites W2575612002 @default.
- W4313000746 cites W2606288994 @default.
- W4313000746 doi "https://doi.org/10.1109/iccasit55263.2022.9986565" @default.
- W4313000746 hasPublicationYear "2022" @default.
- W4313000746 type Work @default.
- W4313000746 citedByCount "0" @default.
- W4313000746 crossrefType "proceedings-article" @default.
- W4313000746 hasAuthorship W4313000746A5019922407 @default.
- W4313000746 hasAuthorship W4313000746A5074086350 @default.
- W4313000746 hasAuthorship W4313000746A5080189998 @default.
- W4313000746 hasAuthorship W4313000746A5085071786 @default.
- W4313000746 hasConcept C103278499 @default.
- W4313000746 hasConcept C11413529 @default.
- W4313000746 hasConcept C114614502 @default.
- W4313000746 hasConcept C115961682 @default.
- W4313000746 hasConcept C121332964 @default.
- W4313000746 hasConcept C124101348 @default.
- W4313000746 hasConcept C136536468 @default.
- W4313000746 hasConcept C150921843 @default.
- W4313000746 hasConcept C153180895 @default.
- W4313000746 hasConcept C154945302 @default.
- W4313000746 hasConcept C185592680 @default.
- W4313000746 hasConcept C197323446 @default.
- W4313000746 hasConcept C198531522 @default.
- W4313000746 hasConcept C2776257435 @default.
- W4313000746 hasConcept C2778334786 @default.
- W4313000746 hasConcept C31258907 @default.
- W4313000746 hasConcept C33923547 @default.
- W4313000746 hasConcept C41008148 @default.
- W4313000746 hasConcept C43617362 @default.
- W4313000746 hasConcept C44870925 @default.
- W4313000746 hasConcept C58489278 @default.
- W4313000746 hasConcept C74193536 @default.
- W4313000746 hasConcept C95623464 @default.
- W4313000746 hasConceptScore W4313000746C103278499 @default.
- W4313000746 hasConceptScore W4313000746C11413529 @default.
- W4313000746 hasConceptScore W4313000746C114614502 @default.
- W4313000746 hasConceptScore W4313000746C115961682 @default.
- W4313000746 hasConceptScore W4313000746C121332964 @default.
- W4313000746 hasConceptScore W4313000746C124101348 @default.
- W4313000746 hasConceptScore W4313000746C136536468 @default.
- W4313000746 hasConceptScore W4313000746C150921843 @default.
- W4313000746 hasConceptScore W4313000746C153180895 @default.
- W4313000746 hasConceptScore W4313000746C154945302 @default.
- W4313000746 hasConceptScore W4313000746C185592680 @default.
- W4313000746 hasConceptScore W4313000746C197323446 @default.
- W4313000746 hasConceptScore W4313000746C198531522 @default.
- W4313000746 hasConceptScore W4313000746C2776257435 @default.
- W4313000746 hasConceptScore W4313000746C2778334786 @default.
- W4313000746 hasConceptScore W4313000746C31258907 @default.
- W4313000746 hasConceptScore W4313000746C33923547 @default.
- W4313000746 hasConceptScore W4313000746C41008148 @default.
- W4313000746 hasConceptScore W4313000746C43617362 @default.
- W4313000746 hasConceptScore W4313000746C44870925 @default.
- W4313000746 hasConceptScore W4313000746C58489278 @default.
- W4313000746 hasConceptScore W4313000746C74193536 @default.
- W4313000746 hasConceptScore W4313000746C95623464 @default.
- W4313000746 hasLocation W43130007461 @default.
- W4313000746 hasOpenAccess W4313000746 @default.
- W4313000746 hasPrimaryLocation W43130007461 @default.
- W4313000746 hasRelatedWork W2141340736 @default.
- W4313000746 hasRelatedWork W2384602102 @default.
- W4313000746 hasRelatedWork W2902007313 @default.
- W4313000746 hasRelatedWork W2968770746 @default.
- W4313000746 hasRelatedWork W3021503072 @default.
- W4313000746 hasRelatedWork W3126752450 @default.
- W4313000746 hasRelatedWork W3178813823 @default.
- W4313000746 hasRelatedWork W3188632291 @default.
- W4313000746 hasRelatedWork W4322743207 @default.
- W4313000746 hasRelatedWork W80466363 @default.
- W4313000746 isParatext "false" @default.
- W4313000746 isRetracted "false" @default.
- W4313000746 workType "article" @default.