FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3115455310> ?p ?o ?g. }

• W3115455310 endingPage "5875" @default.
• W3115455310 startingPage "5867" @default.
• W3115455310 abstract "Synthetic minority oversampling technique (SMOTE) has been widely used in dealing with the imbalance classification problem in the machine learning field. However, classical SMOTE implements the oversampling by linear interpolation between adjacent minority class samples, which may fail to consider the uneven distribution of the samples. This article proposes a minority clustering SMOTE (MC-SMOTE) method that involves the clustering of minority class samples to improve the imbalance classification performance. First, samples from the minority class are clustered into several clusters. Second, oversampling is performed by linear interpolation between adjacent clusters to create new samples from different clusters that contain additional information of the entire minority class. Then classical classification techniques can be employed to achieve efficient classification. The superiority of the MC-SMOTE is first verified by experiments on some benchmark datasets from various application domains. The proposed method is then applied to the real industrial SCADA data of wind turbine blade icing. Classification results indicate that the MC-SMOTE exhibits a better performance than that of the classical SMOTE." @default.
• W3115455310 created "2021-01-05" @default.
• W3115455310 creator A5000809799 @default.
• W3115455310 creator A5020383361 @default.
• W3115455310 creator A5033312589 @default.
• W3115455310 creator A5043749287 @default.
• W3115455310 date "2021-09-01" @default.
• W3115455310 modified "2023-10-12" @default.
• W3115455310 title "Imbalanced Classification Based on Minority Clustering Synthetic Minority Oversampling Technique With Wind Turbine Fault Detection Application" @default.
• W3115455310 cites W1980303241 @default.
• W3115455310 cites W1994410331 @default.
• W3115455310 cites W2011376672 @default.
• W3115455310 cites W2011430131 @default.
• W3115455310 cites W2026407299 @default.
• W3115455310 cites W2026416313 @default.
• W3115455310 cites W2070960910 @default.
• W3115455310 cites W2071302915 @default.
• W3115455310 cites W2073702527 @default.
• W3115455310 cites W2096451472 @default.
• W3115455310 cites W2106136950 @default.
• W3115455310 cites W2114874531 @default.
• W3115455310 cites W2118978333 @default.
• W3115455310 cites W2132791018 @default.
• W3115455310 cites W2148143831 @default.
• W3115455310 cites W2607845345 @default.
• W3115455310 cites W2620531665 @default.
• W3115455310 cites W2743350411 @default.
• W3115455310 cites W2766594298 @default.
• W3115455310 cites W2784249848 @default.
• W3115455310 cites W2810132194 @default.
• W3115455310 cites W2887465192 @default.
• W3115455310 cites W2910440949 @default.
• W3115455310 cites W2916913565 @default.
• W3115455310 cites W2921707992 @default.
• W3115455310 cites W2946229570 @default.
• W3115455310 cites W2950787058 @default.
• W3115455310 cites W3082894964 @default.
• W3115455310 doi "https://doi.org/10.1109/tii.2020.3046566" @default.
• W3115455310 hasPublicationYear "2021" @default.
• W3115455310 type Work @default.
• W3115455310 sameAs 3115455310 @default.
• W3115455310 citedByCount "57" @default.
• W3115455310 countsByYear W31154553102021 @default.
• W3115455310 countsByYear W31154553102022 @default.
• W3115455310 countsByYear W31154553102023 @default.
• W3115455310 crossrefType "journal-article" @default.
• W3115455310 hasAuthorship W3115455310A5000809799 @default.
• W3115455310 hasAuthorship W3115455310A5020383361 @default.
• W3115455310 hasAuthorship W3115455310A5033312589 @default.
• W3115455310 hasAuthorship W3115455310A5043749287 @default.
• W3115455310 hasConcept C104114177 @default.
• W3115455310 hasConcept C110083411 @default.
• W3115455310 hasConcept C119857082 @default.
• W3115455310 hasConcept C124101348 @default.
• W3115455310 hasConcept C13280743 @default.
• W3115455310 hasConcept C137800194 @default.
• W3115455310 hasConcept C153180895 @default.
• W3115455310 hasConcept C154945302 @default.
• W3115455310 hasConcept C185798385 @default.
• W3115455310 hasConcept C197323446 @default.
• W3115455310 hasConcept C205649164 @default.
• W3115455310 hasConcept C2776257435 @default.
• W3115455310 hasConcept C31258907 @default.
• W3115455310 hasConcept C41008148 @default.
• W3115455310 hasConcept C73555534 @default.
• W3115455310 hasConceptScore W3115455310C104114177 @default.
• W3115455310 hasConceptScore W3115455310C110083411 @default.
• W3115455310 hasConceptScore W3115455310C119857082 @default.
• W3115455310 hasConceptScore W3115455310C124101348 @default.
• W3115455310 hasConceptScore W3115455310C13280743 @default.
• W3115455310 hasConceptScore W3115455310C137800194 @default.
• W3115455310 hasConceptScore W3115455310C153180895 @default.
• W3115455310 hasConceptScore W3115455310C154945302 @default.
• W3115455310 hasConceptScore W3115455310C185798385 @default.
• W3115455310 hasConceptScore W3115455310C197323446 @default.
• W3115455310 hasConceptScore W3115455310C205649164 @default.
• W3115455310 hasConceptScore W3115455310C2776257435 @default.
• W3115455310 hasConceptScore W3115455310C31258907 @default.
• W3115455310 hasConceptScore W3115455310C41008148 @default.
• W3115455310 hasConceptScore W3115455310C73555534 @default.
• W3115455310 hasFunder F4320321001 @default.
• W3115455310 hasFunder F4320327803 @default.
• W3115455310 hasIssue "9" @default.
• W3115455310 hasLocation W31154553101 @default.
• W3115455310 hasOpenAccess W3115455310 @default.
• W3115455310 hasPrimaryLocation W31154553101 @default.
• W3115455310 hasRelatedWork W2766503024 @default.
• W3115455310 hasRelatedWork W2772832743 @default.
• W3115455310 hasRelatedWork W2781247653 @default.
• W3115455310 hasRelatedWork W3082051559 @default.
• W3115455310 hasRelatedWork W3116576821 @default.
• W3115455310 hasRelatedWork W4206637278 @default.
• W3115455310 hasRelatedWork W4237698281 @default.
• W3115455310 hasRelatedWork W4283808318 @default.
• W3115455310 hasRelatedWork W4386005305 @default.
• W3115455310 hasRelatedWork W4386210978 @default.
• W3115455310 hasVolume "17" @default.
• W3115455310 isParatext "false" @default.

• next