FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3140221864> ?p ?o ?g. }

• W3140221864 endingPage "86" @default.
• W3140221864 startingPage "80" @default.
• W3140221864 abstract "The ensemble is a technique that strategically combines basic models to achieve better accuracy rates. Diversity, combination methods, and selection topology are the main factors determining ensemble performance. Consequently, it is a challenging task to design an efficient ensemble scheme. Even though numerous paradigms have been proposed to classify ensemble schemes, there is still much room for improvement. This paper proposes a general framework for creating ensembles in the context of classification. Specifically, the ensemble framework consists of four stages: objectives, data preparing, model training, and model testing. It is comprehensive to design diverse ensembles. The proposed ensemble approach can be used for a wide variety of machine learning tasks. We validate our approach on real-world datasets. The experimental results show the efficiency of the proposed approach." @default.
• W3140221864 created "2021-04-13" @default.
• W3140221864 creator A5004545709 @default.
• W3140221864 creator A5024869142 @default.
• W3140221864 creator A5043046865 @default.
• W3140221864 creator A5051893714 @default.
• W3140221864 creator A5053447705 @default.
• W3140221864 date "2022-02-01" @default.
• W3140221864 modified "2023-10-01" @default.
• W3140221864 title "Classification with ensembles and case study on functional magnetic resonance imaging" @default.
• W3140221864 cites W1187712878 @default.
• W3140221864 cites W1842471922 @default.
• W3140221864 cites W1971176377 @default.
• W3140221864 cites W1982529703 @default.
• W3140221864 cites W2004014581 @default.
• W3140221864 cites W2010824005 @default.
• W3140221864 cites W2019712329 @default.
• W3140221864 cites W2026131661 @default.
• W3140221864 cites W2039163401 @default.
• W3140221864 cites W2042184006 @default.
• W3140221864 cites W2053757807 @default.
• W3140221864 cites W2106401878 @default.
• W3140221864 cites W2112532472 @default.
• W3140221864 cites W2130378394 @default.
• W3140221864 cites W2152761983 @default.
• W3140221864 cites W2154568261 @default.
• W3140221864 cites W2157595416 @default.
• W3140221864 cites W2167055186 @default.
• W3140221864 cites W2168621536 @default.
• W3140221864 cites W2208476157 @default.
• W3140221864 cites W2346421499 @default.
• W3140221864 cites W2460396931 @default.
• W3140221864 cites W2520194964 @default.
• W3140221864 cites W2896890298 @default.
• W3140221864 cites W2898207304 @default.
• W3140221864 cites W2898269002 @default.
• W3140221864 cites W2922960328 @default.
• W3140221864 cites W4212883601 @default.
• W3140221864 doi "https://doi.org/10.1016/j.dcan.2021.03.004" @default.
• W3140221864 hasPublicationYear "2022" @default.
• W3140221864 type Work @default.
• W3140221864 sameAs 3140221864 @default.
• W3140221864 citedByCount "6" @default.
• W3140221864 countsByYear W31402218642022 @default.
• W3140221864 countsByYear W31402218642023 @default.
• W3140221864 crossrefType "journal-article" @default.
• W3140221864 hasAuthorship W3140221864A5004545709 @default.
• W3140221864 hasAuthorship W3140221864A5024869142 @default.
• W3140221864 hasAuthorship W3140221864A5043046865 @default.
• W3140221864 hasAuthorship W3140221864A5051893714 @default.
• W3140221864 hasAuthorship W3140221864A5053447705 @default.
• W3140221864 hasBestOaLocation W31402218641 @default.
• W3140221864 hasConcept C119857082 @default.
• W3140221864 hasConcept C119898033 @default.
• W3140221864 hasConcept C124101348 @default.
• W3140221864 hasConcept C134306372 @default.
• W3140221864 hasConcept C136197465 @default.
• W3140221864 hasConcept C151730666 @default.
• W3140221864 hasConcept C154945302 @default.
• W3140221864 hasConcept C162324750 @default.
• W3140221864 hasConcept C187736073 @default.
• W3140221864 hasConcept C2779343474 @default.
• W3140221864 hasConcept C2780451532 @default.
• W3140221864 hasConcept C33923547 @default.
• W3140221864 hasConcept C41008148 @default.
• W3140221864 hasConcept C45942800 @default.
• W3140221864 hasConcept C77618280 @default.
• W3140221864 hasConcept C81917197 @default.
• W3140221864 hasConcept C86803240 @default.
• W3140221864 hasConcept C93959086 @default.
• W3140221864 hasConceptScore W3140221864C119857082 @default.
• W3140221864 hasConceptScore W3140221864C119898033 @default.
• W3140221864 hasConceptScore W3140221864C124101348 @default.
• W3140221864 hasConceptScore W3140221864C134306372 @default.
• W3140221864 hasConceptScore W3140221864C136197465 @default.
• W3140221864 hasConceptScore W3140221864C151730666 @default.
• W3140221864 hasConceptScore W3140221864C154945302 @default.
• W3140221864 hasConceptScore W3140221864C162324750 @default.
• W3140221864 hasConceptScore W3140221864C187736073 @default.
• W3140221864 hasConceptScore W3140221864C2779343474 @default.
• W3140221864 hasConceptScore W3140221864C2780451532 @default.
• W3140221864 hasConceptScore W3140221864C33923547 @default.
• W3140221864 hasConceptScore W3140221864C41008148 @default.
• W3140221864 hasConceptScore W3140221864C45942800 @default.
• W3140221864 hasConceptScore W3140221864C77618280 @default.
• W3140221864 hasConceptScore W3140221864C81917197 @default.
• W3140221864 hasConceptScore W3140221864C86803240 @default.
• W3140221864 hasConceptScore W3140221864C93959086 @default.
• W3140221864 hasIssue "1" @default.
• W3140221864 hasLocation W31402218641 @default.
• W3140221864 hasLocation W31402218642 @default.
• W3140221864 hasOpenAccess W3140221864 @default.
• W3140221864 hasPrimaryLocation W31402218641 @default.
• W3140221864 hasRelatedWork W3124390867 @default.
• W3140221864 hasRelatedWork W3136979370 @default.
• W3140221864 hasRelatedWork W4281560664 @default.
• W3140221864 hasRelatedWork W4285046548 @default.
• W3140221864 hasRelatedWork W4285741730 @default.

• next