Matches in SemOpenAlex for { <https://semopenalex.org/work/W2469652855> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2469652855 abstract "The last decade has seen huge progress in the development of advanced machine learning models; however, those models are powerless unless human users can interpret them. Here we show how the mind's construction of concepts and meaning can be used to create more interpretable machine learning models. By proposing a novel method of classifying concepts, in terms of 'form' and 'function', we elucidate the nature of meaning and offer proposals to improve model understandability. As machine learning begins to permeate daily life, interpretable models may serve as a bridge between domain-expert authors and non-expert users." @default.
- W2469652855 created "2016-07-22" @default.
- W2469652855 creator A5049370784 @default.
- W2469652855 date "2016-07-01" @default.
- W2469652855 modified "2023-09-27" @default.
- W2469652855 title "Meaningful Models: Utilizing Conceptual Structure to Improve Machine Learning Interpretability." @default.
- W2469652855 cites W1530266187 @default.
- W2469652855 cites W1537462412 @default.
- W2469652855 cites W1539524531 @default.
- W2469652855 cites W1557110230 @default.
- W2469652855 cites W1594369375 @default.
- W2469652855 cites W1596839545 @default.
- W2469652855 cites W1730404227 @default.
- W2469652855 cites W1732828232 @default.
- W2469652855 cites W2012533078 @default.
- W2469652855 cites W2019943307 @default.
- W2469652855 cites W2054128930 @default.
- W2469652855 cites W2068717189 @default.
- W2469652855 cites W2096842010 @default.
- W2469652855 cites W2124225314 @default.
- W2469652855 cites W2142336306 @default.
- W2469652855 cites W2164359548 @default.
- W2469652855 cites W2169214866 @default.
- W2469652855 cites W2171860505 @default.
- W2469652855 cites W2476472034 @default.
- W2469652855 cites W814282759 @default.
- W2469652855 cites W9328536 @default.
- W2469652855 hasPublicationYear "2016" @default.
- W2469652855 type Work @default.
- W2469652855 sameAs 2469652855 @default.
- W2469652855 citedByCount "2" @default.
- W2469652855 countsByYear W24696528552019 @default.
- W2469652855 countsByYear W24696528552021 @default.
- W2469652855 crossrefType "posted-content" @default.
- W2469652855 hasAuthorship W2469652855A5049370784 @default.
- W2469652855 hasConcept C100776233 @default.
- W2469652855 hasConcept C119857082 @default.
- W2469652855 hasConcept C126322002 @default.
- W2469652855 hasConcept C134306372 @default.
- W2469652855 hasConcept C13606891 @default.
- W2469652855 hasConcept C14036430 @default.
- W2469652855 hasConcept C154945302 @default.
- W2469652855 hasConcept C15744967 @default.
- W2469652855 hasConcept C2522767166 @default.
- W2469652855 hasConcept C2780876879 @default.
- W2469652855 hasConcept C2781067378 @default.
- W2469652855 hasConcept C33923547 @default.
- W2469652855 hasConcept C36503486 @default.
- W2469652855 hasConcept C41008148 @default.
- W2469652855 hasConcept C542102704 @default.
- W2469652855 hasConcept C71924100 @default.
- W2469652855 hasConcept C77088390 @default.
- W2469652855 hasConcept C78458016 @default.
- W2469652855 hasConcept C86803240 @default.
- W2469652855 hasConceptScore W2469652855C100776233 @default.
- W2469652855 hasConceptScore W2469652855C119857082 @default.
- W2469652855 hasConceptScore W2469652855C126322002 @default.
- W2469652855 hasConceptScore W2469652855C134306372 @default.
- W2469652855 hasConceptScore W2469652855C13606891 @default.
- W2469652855 hasConceptScore W2469652855C14036430 @default.
- W2469652855 hasConceptScore W2469652855C154945302 @default.
- W2469652855 hasConceptScore W2469652855C15744967 @default.
- W2469652855 hasConceptScore W2469652855C2522767166 @default.
- W2469652855 hasConceptScore W2469652855C2780876879 @default.
- W2469652855 hasConceptScore W2469652855C2781067378 @default.
- W2469652855 hasConceptScore W2469652855C33923547 @default.
- W2469652855 hasConceptScore W2469652855C36503486 @default.
- W2469652855 hasConceptScore W2469652855C41008148 @default.
- W2469652855 hasConceptScore W2469652855C542102704 @default.
- W2469652855 hasConceptScore W2469652855C71924100 @default.
- W2469652855 hasConceptScore W2469652855C77088390 @default.
- W2469652855 hasConceptScore W2469652855C78458016 @default.
- W2469652855 hasConceptScore W2469652855C86803240 @default.
- W2469652855 hasLocation W24696528551 @default.
- W2469652855 hasOpenAccess W2469652855 @default.
- W2469652855 hasPrimaryLocation W24696528551 @default.
- W2469652855 hasRelatedWork W1490038957 @default.
- W2469652855 hasRelatedWork W1577662331 @default.
- W2469652855 hasRelatedWork W2766569996 @default.
- W2469652855 hasRelatedWork W2799992032 @default.
- W2469652855 hasRelatedWork W2907518856 @default.
- W2469652855 hasRelatedWork W2922302670 @default.
- W2469652855 hasRelatedWork W2925893094 @default.
- W2469652855 hasRelatedWork W2942905617 @default.
- W2469652855 hasRelatedWork W2950385840 @default.
- W2469652855 hasRelatedWork W3001825839 @default.
- W2469652855 hasRelatedWork W3006027555 @default.
- W2469652855 hasRelatedWork W3031058832 @default.
- W2469652855 hasRelatedWork W3081238989 @default.
- W2469652855 hasRelatedWork W3088652003 @default.
- W2469652855 hasRelatedWork W3092184901 @default.
- W2469652855 hasRelatedWork W3092811966 @default.
- W2469652855 hasRelatedWork W3094294413 @default.
- W2469652855 hasRelatedWork W3123073612 @default.
- W2469652855 hasRelatedWork W3164909318 @default.
- W2469652855 hasRelatedWork W814282759 @default.
- W2469652855 isParatext "false" @default.
- W2469652855 isRetracted "false" @default.
- W2469652855 magId "2469652855" @default.
- W2469652855 workType "article" @default.