Matches in SemOpenAlex for { <https://semopenalex.org/work/W2105014086> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2105014086 endingPage "30" @default.
- W2105014086 startingPage "21" @default.
- W2105014086 abstract "We show that the novelty detection approach is a viable solution to the class imbalance and examine which approach is suitable for different degrees of imbalance. In experiments using SVM-based classifiers, when the imbalance is extreme, novelty detectors are more accurate than balanced and unbalanced binary classifiers. However, with a relatively moderate imbalance, balanced binary classifiers should be employed. In addition, novelty detectors are more effective when the classes have a non-symmetrical class relationship." @default.
- W2105014086 created "2016-06-24" @default.
- W2105014086 creator A5005794101 @default.
- W2105014086 creator A5017305201 @default.
- W2105014086 date "2006-01-01" @default.
- W2105014086 modified "2023-10-02" @default.
- W2105014086 title "The Novelty Detection Approach for Different Degrees of Class Imbalance" @default.
- W2105014086 cites W1563088657 @default.
- W2105014086 cites W1567643781 @default.
- W2105014086 cites W1941659294 @default.
- W2105014086 cites W1965895350 @default.
- W2105014086 cites W1970088130 @default.
- W2105014086 cites W2023299139 @default.
- W2105014086 cites W2132870739 @default.
- W2105014086 cites W2147587997 @default.
- W2105014086 cites W2148143831 @default.
- W2105014086 cites W2163629285 @default.
- W2105014086 cites W4240338048 @default.
- W2105014086 doi "https://doi.org/10.1007/11893257_3" @default.
- W2105014086 hasPublicationYear "2006" @default.
- W2105014086 type Work @default.
- W2105014086 sameAs 2105014086 @default.
- W2105014086 citedByCount "27" @default.
- W2105014086 countsByYear W21050140862012 @default.
- W2105014086 countsByYear W21050140862013 @default.
- W2105014086 countsByYear W21050140862014 @default.
- W2105014086 countsByYear W21050140862015 @default.
- W2105014086 countsByYear W21050140862016 @default.
- W2105014086 countsByYear W21050140862018 @default.
- W2105014086 countsByYear W21050140862019 @default.
- W2105014086 countsByYear W21050140862020 @default.
- W2105014086 countsByYear W21050140862021 @default.
- W2105014086 countsByYear W21050140862022 @default.
- W2105014086 crossrefType "book-chapter" @default.
- W2105014086 hasAuthorship W2105014086A5005794101 @default.
- W2105014086 hasAuthorship W2105014086A5017305201 @default.
- W2105014086 hasConcept C119857082 @default.
- W2105014086 hasConcept C12267149 @default.
- W2105014086 hasConcept C153180895 @default.
- W2105014086 hasConcept C154945302 @default.
- W2105014086 hasConcept C15744967 @default.
- W2105014086 hasConcept C2777212361 @default.
- W2105014086 hasConcept C2778738651 @default.
- W2105014086 hasConcept C2778924833 @default.
- W2105014086 hasConcept C33923547 @default.
- W2105014086 hasConcept C41008148 @default.
- W2105014086 hasConcept C48372109 @default.
- W2105014086 hasConcept C66905080 @default.
- W2105014086 hasConcept C76155785 @default.
- W2105014086 hasConcept C77805123 @default.
- W2105014086 hasConcept C94375191 @default.
- W2105014086 hasConcept C94915269 @default.
- W2105014086 hasConceptScore W2105014086C119857082 @default.
- W2105014086 hasConceptScore W2105014086C12267149 @default.
- W2105014086 hasConceptScore W2105014086C153180895 @default.
- W2105014086 hasConceptScore W2105014086C154945302 @default.
- W2105014086 hasConceptScore W2105014086C15744967 @default.
- W2105014086 hasConceptScore W2105014086C2777212361 @default.
- W2105014086 hasConceptScore W2105014086C2778738651 @default.
- W2105014086 hasConceptScore W2105014086C2778924833 @default.
- W2105014086 hasConceptScore W2105014086C33923547 @default.
- W2105014086 hasConceptScore W2105014086C41008148 @default.
- W2105014086 hasConceptScore W2105014086C48372109 @default.
- W2105014086 hasConceptScore W2105014086C66905080 @default.
- W2105014086 hasConceptScore W2105014086C76155785 @default.
- W2105014086 hasConceptScore W2105014086C77805123 @default.
- W2105014086 hasConceptScore W2105014086C94375191 @default.
- W2105014086 hasConceptScore W2105014086C94915269 @default.
- W2105014086 hasLocation W21050140861 @default.
- W2105014086 hasOpenAccess W2105014086 @default.
- W2105014086 hasPrimaryLocation W21050140861 @default.
- W2105014086 hasRelatedWork W2041399278 @default.
- W2105014086 hasRelatedWork W2050688638 @default.
- W2105014086 hasRelatedWork W2072135972 @default.
- W2105014086 hasRelatedWork W2084551578 @default.
- W2105014086 hasRelatedWork W2136184105 @default.
- W2105014086 hasRelatedWork W2390434506 @default.
- W2105014086 hasRelatedWork W3013515612 @default.
- W2105014086 hasRelatedWork W3106061132 @default.
- W2105014086 hasRelatedWork W2187500075 @default.
- W2105014086 hasRelatedWork W2345184372 @default.
- W2105014086 isParatext "false" @default.
- W2105014086 isRetracted "false" @default.
- W2105014086 magId "2105014086" @default.
- W2105014086 workType "book-chapter" @default.