FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2620354711> ?p ?o ?g. }

• W2620354711 abstract "Integrated machine learning is understood as integration of the data reduction with the learning process. Such integration allows to introduce adaptation mechanisms within the learning process by modification of the data with a view to finding its better representation from the point of view of the learning performance criterion. Data modification can be carried out through data reduction in both dimensions, i.e. the feature and the instance ones producing the set of prototypes. Currently, data reduction has become a crucial technique for big data analysis and improvement of the machine learning process results. In this paper the stacking technique has been proposed for improving the process of the integrated machine classification and to assure diversification among prototypes. To validate the proposed approach we have carried-out computational experiment. The paper includes the description of the approach and the discussion of the validating experiment results." @default.
• W2620354711 created "2017-06-05" @default.
• W2620354711 creator A5042454628 @default.
• W2620354711 creator A5069454823 @default.
• W2620354711 date "2017-05-26" @default.
• W2620354711 modified "2023-10-12" @default.
• W2620354711 title "Stacking-Based Integrated Machine Learning with Data Reduction" @default.
• W2620354711 cites W1488166325 @default.
• W2620354711 cites W1503201211 @default.
• W2620354711 cites W1506404904 @default.
• W2620354711 cites W1512502347 @default.
• W2620354711 cites W1521591484 @default.
• W2620354711 cites W183359221 @default.
• W2620354711 cites W1965850651 @default.
• W2620354711 cites W2035173848 @default.
• W2620354711 cites W2092353981 @default.
• W2620354711 cites W2104205459 @default.
• W2620354711 cites W2112048775 @default.
• W2620354711 cites W2122496402 @default.
• W2620354711 cites W2133462743 @default.
• W2620354711 cites W2165489676 @default.
• W2620354711 cites W2243049275 @default.
• W2620354711 cites W2563471330 @default.
• W2620354711 cites W2587077193 @default.
• W2620354711 cites W28412257 @default.
• W2620354711 cites W4239202384 @default.
• W2620354711 cites W4254545405 @default.
• W2620354711 cites W6296663 @default.
• W2620354711 cites W89160516 @default.
• W2620354711 doi "https://doi.org/10.1007/978-3-319-59421-7_9" @default.
• W2620354711 hasPublicationYear "2017" @default.
• W2620354711 type Work @default.
• W2620354711 sameAs 2620354711 @default.
• W2620354711 citedByCount "2" @default.
• W2620354711 countsByYear W26203547112017 @default.
• W2620354711 countsByYear W26203547112022 @default.
• W2620354711 crossrefType "book-chapter" @default.
• W2620354711 hasAuthorship W2620354711A5042454628 @default.
• W2620354711 hasAuthorship W2620354711A5069454823 @default.
• W2620354711 hasConcept C111335779 @default.
• W2620354711 hasConcept C111919701 @default.
• W2620354711 hasConcept C116409475 @default.
• W2620354711 hasConcept C119857082 @default.
• W2620354711 hasConcept C120665830 @default.
• W2620354711 hasConcept C121332964 @default.
• W2620354711 hasConcept C124101348 @default.
• W2620354711 hasConcept C139807058 @default.
• W2620354711 hasConcept C153914771 @default.
• W2620354711 hasConcept C154945302 @default.
• W2620354711 hasConcept C17744445 @default.
• W2620354711 hasConcept C199539241 @default.
• W2620354711 hasConcept C2524010 @default.
• W2620354711 hasConcept C2776359362 @default.
• W2620354711 hasConcept C33923547 @default.
• W2620354711 hasConcept C41008148 @default.
• W2620354711 hasConcept C50292564 @default.
• W2620354711 hasConcept C75684735 @default.
• W2620354711 hasConcept C77967617 @default.
• W2620354711 hasConcept C94625758 @default.
• W2620354711 hasConcept C98045186 @default.
• W2620354711 hasConceptScore W2620354711C111335779 @default.
• W2620354711 hasConceptScore W2620354711C111919701 @default.
• W2620354711 hasConceptScore W2620354711C116409475 @default.
• W2620354711 hasConceptScore W2620354711C119857082 @default.
• W2620354711 hasConceptScore W2620354711C120665830 @default.
• W2620354711 hasConceptScore W2620354711C121332964 @default.
• W2620354711 hasConceptScore W2620354711C124101348 @default.
• W2620354711 hasConceptScore W2620354711C139807058 @default.
• W2620354711 hasConceptScore W2620354711C153914771 @default.
• W2620354711 hasConceptScore W2620354711C154945302 @default.
• W2620354711 hasConceptScore W2620354711C17744445 @default.
• W2620354711 hasConceptScore W2620354711C199539241 @default.
• W2620354711 hasConceptScore W2620354711C2524010 @default.
• W2620354711 hasConceptScore W2620354711C2776359362 @default.
• W2620354711 hasConceptScore W2620354711C33923547 @default.
• W2620354711 hasConceptScore W2620354711C41008148 @default.
• W2620354711 hasConceptScore W2620354711C50292564 @default.
• W2620354711 hasConceptScore W2620354711C75684735 @default.
• W2620354711 hasConceptScore W2620354711C77967617 @default.
• W2620354711 hasConceptScore W2620354711C94625758 @default.
• W2620354711 hasConceptScore W2620354711C98045186 @default.
• W2620354711 hasLocation W26203547111 @default.
• W2620354711 hasOpenAccess W2620354711 @default.
• W2620354711 hasPrimaryLocation W26203547111 @default.
• W2620354711 hasRelatedWork W134655705 @default.
• W2620354711 hasRelatedWork W1497184468 @default.
• W2620354711 hasRelatedWork W2016297394 @default.
• W2620354711 hasRelatedWork W2030751442 @default.
• W2620354711 hasRelatedWork W2085182740 @default.
• W2620354711 hasRelatedWork W2181302852 @default.
• W2620354711 hasRelatedWork W2562250581 @default.
• W2620354711 hasRelatedWork W2594110573 @default.
• W2620354711 hasRelatedWork W2786726542 @default.
• W2620354711 hasRelatedWork W2786978541 @default.
• W2620354711 hasRelatedWork W2913324419 @default.
• W2620354711 hasRelatedWork W2999717815 @default.
• W2620354711 hasRelatedWork W3080519482 @default.
• W2620354711 hasRelatedWork W3094046914 @default.
• W2620354711 hasRelatedWork W3135801054 @default.
• W2620354711 hasRelatedWork W3177395556 @default.

• next