Matches in SemOpenAlex for { <https://semopenalex.org/work/W2998526369> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W2998526369 abstract "Since the target data are high-dimensional, limited and class-unbalanced distribution in most real-world classification, most conventional classification methods can hardly achieve good classification results on these data. To explore an effective solution, this paper proposes the Siamese Parallel Fully-connected Neural Network (SPFCNN) as a binary classifier and uses the SMOTE method to deal with the problem of class-unbalanced data distribution. Given that classified cases naturally come with costs, cost-sensitive learning is used to improve the performance of the proposed SPFCNN. An extensive computational study is also performed on cost-sensitive SPFCNN, and the results show that the performance of the proposed approach is better than that of the comparison methods." @default.
- W2998526369 created "2020-01-10" @default.
- W2998526369 creator A5034507166 @default.
- W2998526369 creator A5052276737 @default.
- W2998526369 creator A5059304349 @default.
- W2998526369 creator A5085140523 @default.
- W2998526369 creator A5086339442 @default.
- W2998526369 date "2019-07-01" @default.
- W2998526369 modified "2023-10-16" @default.
- W2998526369 title "Cost-Sensitive SPFCNN Miner for Classification of Imbalanced Data" @default.
- W2998526369 cites W2039081830 @default.
- W2998526369 cites W2060007155 @default.
- W2998526369 cites W2148143831 @default.
- W2998526369 cites W2171590421 @default.
- W2998526369 cites W2214478205 @default.
- W2998526369 cites W2492068267 @default.
- W2998526369 cites W2789946045 @default.
- W2998526369 cites W2901869588 @default.
- W2998526369 cites W2906264889 @default.
- W2998526369 cites W2964050365 @default.
- W2998526369 doi "https://doi.org/10.1109/icwapr48189.2019.8946485" @default.
- W2998526369 hasPublicationYear "2019" @default.
- W2998526369 type Work @default.
- W2998526369 sameAs 2998526369 @default.
- W2998526369 citedByCount "0" @default.
- W2998526369 crossrefType "proceedings-article" @default.
- W2998526369 hasAuthorship W2998526369A5034507166 @default.
- W2998526369 hasAuthorship W2998526369A5052276737 @default.
- W2998526369 hasAuthorship W2998526369A5059304349 @default.
- W2998526369 hasAuthorship W2998526369A5085140523 @default.
- W2998526369 hasAuthorship W2998526369A5086339442 @default.
- W2998526369 hasConcept C119857082 @default.
- W2998526369 hasConcept C12267149 @default.
- W2998526369 hasConcept C124101348 @default.
- W2998526369 hasConcept C153180895 @default.
- W2998526369 hasConcept C154945302 @default.
- W2998526369 hasConcept C2777212361 @default.
- W2998526369 hasConcept C41008148 @default.
- W2998526369 hasConcept C50644808 @default.
- W2998526369 hasConcept C66905080 @default.
- W2998526369 hasConcept C95623464 @default.
- W2998526369 hasConceptScore W2998526369C119857082 @default.
- W2998526369 hasConceptScore W2998526369C12267149 @default.
- W2998526369 hasConceptScore W2998526369C124101348 @default.
- W2998526369 hasConceptScore W2998526369C153180895 @default.
- W2998526369 hasConceptScore W2998526369C154945302 @default.
- W2998526369 hasConceptScore W2998526369C2777212361 @default.
- W2998526369 hasConceptScore W2998526369C41008148 @default.
- W2998526369 hasConceptScore W2998526369C50644808 @default.
- W2998526369 hasConceptScore W2998526369C66905080 @default.
- W2998526369 hasConceptScore W2998526369C95623464 @default.
- W2998526369 hasLocation W29985263691 @default.
- W2998526369 hasOpenAccess W2998526369 @default.
- W2998526369 hasPrimaryLocation W29985263691 @default.
- W2998526369 hasRelatedWork W1680516739 @default.
- W2998526369 hasRelatedWork W1967158716 @default.
- W2998526369 hasRelatedWork W2003868635 @default.
- W2998526369 hasRelatedWork W2008815175 @default.
- W2998526369 hasRelatedWork W2123885828 @default.
- W2998526369 hasRelatedWork W2510206144 @default.
- W2998526369 hasRelatedWork W2964297678 @default.
- W2998526369 hasRelatedWork W2966073115 @default.
- W2998526369 hasRelatedWork W2981904269 @default.
- W2998526369 hasRelatedWork W4211088005 @default.
- W2998526369 isParatext "false" @default.
- W2998526369 isRetracted "false" @default.
- W2998526369 magId "2998526369" @default.
- W2998526369 workType "article" @default.