Matches in SemOpenAlex for { <https://semopenalex.org/work/W2169079920> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W2169079920 endingPage "876" @default.
- W2169079920 startingPage "865" @default.
- W2169079920 abstract "Decision trees (DTs) represent one of the most important and popular solutions to the problem of classification. They have been shown to have excellent performance in the field of data mining and machine learning. However, the problem of DTs is that they are built using data instances assigned to crisp classes. In this paper, we generalize decision trees so that they can take into account weighted classes assigned to the training data instances. Moreover, we propose a novel method for discovering weights for the training instances. Our method is based on emerging patterns (EPs). EPs are those itemsets whose supports (probabilities) in one class are significantly higher than their supports (probabilities) in the other classes. Our experimental evaluation shows that the new proposed method has good performance and excellent noise tolerance." @default.
- W2169079920 created "2016-06-24" @default.
- W2169079920 creator A5067264915 @default.
- W2169079920 creator A5069895484 @default.
- W2169079920 date "2006-07-01" @default.
- W2169079920 modified "2023-10-14" @default.
- W2169079920 title "Using emerging patterns to construct weighted decision trees" @default.
- W2169079920 cites W1568421080 @default.
- W2169079920 cites W1905709030 @default.
- W2169079920 cites W2015005801 @default.
- W2169079920 cites W2038812321 @default.
- W2169079920 cites W2167277498 @default.
- W2169079920 cites W2222612 @default.
- W2169079920 cites W4236137412 @default.
- W2169079920 doi "https://doi.org/10.1109/tkde.2006.116" @default.
- W2169079920 hasPublicationYear "2006" @default.
- W2169079920 type Work @default.
- W2169079920 sameAs 2169079920 @default.
- W2169079920 citedByCount "23" @default.
- W2169079920 countsByYear W21690799202013 @default.
- W2169079920 countsByYear W21690799202015 @default.
- W2169079920 countsByYear W21690799202016 @default.
- W2169079920 countsByYear W21690799202017 @default.
- W2169079920 countsByYear W21690799202018 @default.
- W2169079920 countsByYear W21690799202019 @default.
- W2169079920 crossrefType "journal-article" @default.
- W2169079920 hasAuthorship W2169079920A5067264915 @default.
- W2169079920 hasAuthorship W2169079920A5069895484 @default.
- W2169079920 hasConcept C124101348 @default.
- W2169079920 hasConcept C154945302 @default.
- W2169079920 hasConcept C199360897 @default.
- W2169079920 hasConcept C2522767166 @default.
- W2169079920 hasConcept C2780801425 @default.
- W2169079920 hasConcept C41008148 @default.
- W2169079920 hasConcept C84525736 @default.
- W2169079920 hasConceptScore W2169079920C124101348 @default.
- W2169079920 hasConceptScore W2169079920C154945302 @default.
- W2169079920 hasConceptScore W2169079920C199360897 @default.
- W2169079920 hasConceptScore W2169079920C2522767166 @default.
- W2169079920 hasConceptScore W2169079920C2780801425 @default.
- W2169079920 hasConceptScore W2169079920C41008148 @default.
- W2169079920 hasConceptScore W2169079920C84525736 @default.
- W2169079920 hasIssue "7" @default.
- W2169079920 hasLocation W21690799201 @default.
- W2169079920 hasOpenAccess W2169079920 @default.
- W2169079920 hasPrimaryLocation W21690799201 @default.
- W2169079920 hasRelatedWork W1969324738 @default.
- W2169079920 hasRelatedWork W1976040938 @default.
- W2169079920 hasRelatedWork W2064050250 @default.
- W2169079920 hasRelatedWork W2348097614 @default.
- W2169079920 hasRelatedWork W2348925352 @default.
- W2169079920 hasRelatedWork W2351571780 @default.
- W2169079920 hasRelatedWork W2355833191 @default.
- W2169079920 hasRelatedWork W2357752163 @default.
- W2169079920 hasRelatedWork W2371857510 @default.
- W2169079920 hasRelatedWork W630570861 @default.
- W2169079920 hasVolume "18" @default.
- W2169079920 isParatext "false" @default.
- W2169079920 isRetracted "false" @default.
- W2169079920 magId "2169079920" @default.
- W2169079920 workType "article" @default.