Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945863453> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W2945863453 endingPage "83" @default.
- W2945863453 startingPage "68" @default.
- W2945863453 abstract "We present a method for boosting relational classifiers of individual resources in the context of the Web of Data. We show how weak classifiers induced by simple concept learners can be enhanced producing strong classification models from training datasets. Even more so the comprehensibility of the model is to some extent preserved as it can be regarded as a sort of concept in disjunctive form. We demonstrate the application of this approach to a weak learner that is easily derived from learners that search a space of hypotheses, requiring an adaptation of the underlying heuristics to take into account weighted training examples. An experimental evaluation on a variety of artificial learning problems and datasets shows that the proposed approach enhances the performance of the basic learners and is competitive, outperforming current concept learning systems." @default.
- W2945863453 created "2019-05-29" @default.
- W2945863453 creator A5008611990 @default.
- W2945863453 creator A5036379237 @default.
- W2945863453 creator A5062940856 @default.
- W2945863453 date "2019-01-01" @default.
- W2945863453 modified "2023-09-25" @default.
- W2945863453 title "Boosting DL Concept Learners" @default.
- W2945863453 cites W1942751890 @default.
- W2945863453 cites W1960045339 @default.
- W2945863453 cites W1975885865 @default.
- W2945863453 cites W2034537542 @default.
- W2945863453 cites W2109726025 @default.
- W2945863453 cites W2127378806 @default.
- W2945863453 cites W2141518341 @default.
- W2945863453 cites W2470728525 @default.
- W2945863453 cites W2606021794 @default.
- W2945863453 cites W2610608707 @default.
- W2945863453 cites W2765452214 @default.
- W2945863453 cites W2898936248 @default.
- W2945863453 cites W4244952642 @default.
- W2945863453 cites W4293249558 @default.
- W2945863453 cites W4300012252 @default.
- W2945863453 doi "https://doi.org/10.1007/978-3-030-21348-0_5" @default.
- W2945863453 hasPublicationYear "2019" @default.
- W2945863453 type Work @default.
- W2945863453 sameAs 2945863453 @default.
- W2945863453 citedByCount "6" @default.
- W2945863453 countsByYear W29458634532020 @default.
- W2945863453 countsByYear W29458634532021 @default.
- W2945863453 countsByYear W29458634532022 @default.
- W2945863453 countsByYear W29458634532023 @default.
- W2945863453 crossrefType "book-chapter" @default.
- W2945863453 hasAuthorship W2945863453A5008611990 @default.
- W2945863453 hasAuthorship W2945863453A5036379237 @default.
- W2945863453 hasAuthorship W2945863453A5062940856 @default.
- W2945863453 hasBestOaLocation W29458634531 @default.
- W2945863453 hasConcept C145420912 @default.
- W2945863453 hasConcept C154945302 @default.
- W2945863453 hasConcept C15744967 @default.
- W2945863453 hasConcept C41008148 @default.
- W2945863453 hasConcept C46686674 @default.
- W2945863453 hasConceptScore W2945863453C145420912 @default.
- W2945863453 hasConceptScore W2945863453C154945302 @default.
- W2945863453 hasConceptScore W2945863453C15744967 @default.
- W2945863453 hasConceptScore W2945863453C41008148 @default.
- W2945863453 hasConceptScore W2945863453C46686674 @default.
- W2945863453 hasLocation W29458634531 @default.
- W2945863453 hasOpenAccess W2945863453 @default.
- W2945863453 hasPrimaryLocation W29458634531 @default.
- W2945863453 hasRelatedWork W109826989 @default.
- W2945863453 hasRelatedWork W1998940060 @default.
- W2945863453 hasRelatedWork W2161898086 @default.
- W2945863453 hasRelatedWork W2255183448 @default.
- W2945863453 hasRelatedWork W2382510858 @default.
- W2945863453 hasRelatedWork W2748952813 @default.
- W2945863453 hasRelatedWork W2899084033 @default.
- W2945863453 hasRelatedWork W2948340715 @default.
- W2945863453 hasRelatedWork W4206452239 @default.
- W2945863453 hasRelatedWork W4289524152 @default.
- W2945863453 isParatext "false" @default.
- W2945863453 isRetracted "false" @default.
- W2945863453 magId "2945863453" @default.
- W2945863453 workType "book-chapter" @default.