Matches in SemOpenAlex for { <https://semopenalex.org/work/W2103753941> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2103753941 abstract "Ensembles of classifiers have been studied for some time. It is widely known that weak learners should be accurate and diverse. However, in the real world there are many constraints and few have been said about the robustness of ensembles and how to develop it. In the context of random subspace methods, this paper addresses the question of developing ensembles to face problems under time constraints. Experiments show that selecting weak learners based on their accuracy can be used to create robust ensembles. Thus, the selection pressure in ensembles is a key technique to create not just effective ensembles but also robust ones. Moreover, the experiments motivate further research on ensembles made of low dimensional classifiers which achieve general accurate results." @default.
- W2103753941 created "2016-06-24" @default.
- W2103753941 creator A5034872772 @default.
- W2103753941 creator A5045997649 @default.
- W2103753941 creator A5085520273 @default.
- W2103753941 date "2013-07-06" @default.
- W2103753941 modified "2023-10-15" @default.
- W2103753941 title "A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles" @default.
- W2103753941 cites W2053539645 @default.
- W2103753941 cites W2109094355 @default.
- W2103753941 cites W2113242816 @default.
- W2103753941 cites W2168118654 @default.
- W2103753941 cites W2912934387 @default.
- W2103753941 doi "https://doi.org/10.1145/2464576.2480775" @default.
- W2103753941 hasPublicationYear "2013" @default.
- W2103753941 type Work @default.
- W2103753941 sameAs 2103753941 @default.
- W2103753941 citedByCount "0" @default.
- W2103753941 crossrefType "proceedings-article" @default.
- W2103753941 hasAuthorship W2103753941A5034872772 @default.
- W2103753941 hasAuthorship W2103753941A5045997649 @default.
- W2103753941 hasAuthorship W2103753941A5085520273 @default.
- W2103753941 hasConcept C104317684 @default.
- W2103753941 hasConcept C119857082 @default.
- W2103753941 hasConcept C151730666 @default.
- W2103753941 hasConcept C154945302 @default.
- W2103753941 hasConcept C185592680 @default.
- W2103753941 hasConcept C2779343474 @default.
- W2103753941 hasConcept C32834561 @default.
- W2103753941 hasConcept C41008148 @default.
- W2103753941 hasConcept C55493867 @default.
- W2103753941 hasConcept C63479239 @default.
- W2103753941 hasConcept C81917197 @default.
- W2103753941 hasConcept C86803240 @default.
- W2103753941 hasConceptScore W2103753941C104317684 @default.
- W2103753941 hasConceptScore W2103753941C119857082 @default.
- W2103753941 hasConceptScore W2103753941C151730666 @default.
- W2103753941 hasConceptScore W2103753941C154945302 @default.
- W2103753941 hasConceptScore W2103753941C185592680 @default.
- W2103753941 hasConceptScore W2103753941C2779343474 @default.
- W2103753941 hasConceptScore W2103753941C32834561 @default.
- W2103753941 hasConceptScore W2103753941C41008148 @default.
- W2103753941 hasConceptScore W2103753941C55493867 @default.
- W2103753941 hasConceptScore W2103753941C63479239 @default.
- W2103753941 hasConceptScore W2103753941C81917197 @default.
- W2103753941 hasConceptScore W2103753941C86803240 @default.
- W2103753941 hasLocation W21037539411 @default.
- W2103753941 hasOpenAccess W2103753941 @default.
- W2103753941 hasPrimaryLocation W21037539411 @default.
- W2103753941 hasRelatedWork W1490863367 @default.
- W2103753941 hasRelatedWork W1973083027 @default.
- W2103753941 hasRelatedWork W1981399499 @default.
- W2103753941 hasRelatedWork W2007868315 @default.
- W2103753941 hasRelatedWork W2033623684 @default.
- W2103753941 hasRelatedWork W204456821 @default.
- W2103753941 hasRelatedWork W2107641306 @default.
- W2103753941 hasRelatedWork W2120306559 @default.
- W2103753941 hasRelatedWork W2165302198 @default.
- W2103753941 hasRelatedWork W2211396652 @default.
- W2103753941 hasRelatedWork W2584185934 @default.
- W2103753941 hasRelatedWork W2597874255 @default.
- W2103753941 hasRelatedWork W2795786825 @default.
- W2103753941 hasRelatedWork W2946812942 @default.
- W2103753941 hasRelatedWork W3002759042 @default.
- W2103753941 hasRelatedWork W3004224817 @default.
- W2103753941 hasRelatedWork W3095431734 @default.
- W2103753941 hasRelatedWork W3132165210 @default.
- W2103753941 hasRelatedWork W3140221864 @default.
- W2103753941 hasRelatedWork W3184498928 @default.
- W2103753941 isParatext "false" @default.
- W2103753941 isRetracted "false" @default.
- W2103753941 magId "2103753941" @default.
- W2103753941 workType "article" @default.