Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896074035> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2896074035 abstract "The goal of explainable artificial intelligence is to solve problems in a way that humans can understand how it does it. However, few approaches have been proposed so far and some of them lay more emphasis on interpretability than on explainability. In this paper, we propose an approach that is based on learning fuzzy relations and fuzzy properties. We extract frequent relations from a dataset to generate an explained decision. Our approach can deal with different problems, such as classification or annotation. A model was built to perform explained classification on a toy dataset that we generated. It managed to correctly classify examples while providing convincing explanations. A few areas for improvement have been spotted, such as the need to filter relations and properties before or while learning them in order to avoid useless computations." @default.
- W2896074035 created "2018-10-26" @default.
- W2896074035 creator A5036227934 @default.
- W2896074035 creator A5040960179 @default.
- W2896074035 creator A5070164335 @default.
- W2896074035 date "2018-07-01" @default.
- W2896074035 modified "2023-09-25" @default.
- W2896074035 title "Learning Fuzzy Relations and Properties for Explainable Artificial Intelligence" @default.
- W2896074035 cites W1557490893 @default.
- W2896074035 cites W1970248801 @default.
- W2896074035 cites W1978757558 @default.
- W2896074035 cites W2000288666 @default.
- W2896074035 cites W2006134061 @default.
- W2896074035 cites W2009433067 @default.
- W2896074035 cites W2016033687 @default.
- W2896074035 cites W2025923320 @default.
- W2896074035 cites W2043000136 @default.
- W2896074035 cites W2077450947 @default.
- W2896074035 cites W2080878722 @default.
- W2896074035 cites W2118572451 @default.
- W2896074035 cites W2151906117 @default.
- W2896074035 cites W2168756821 @default.
- W2896074035 cites W2506954980 @default.
- W2896074035 cites W2551401630 @default.
- W2896074035 cites W2567618275 @default.
- W2896074035 cites W2747831483 @default.
- W2896074035 cites W2792746124 @default.
- W2896074035 cites W3102834905 @default.
- W2896074035 cites W4211007335 @default.
- W2896074035 cites W4236137412 @default.
- W2896074035 cites W71089949 @default.
- W2896074035 doi "https://doi.org/10.1109/fuzz-ieee.2018.8491538" @default.
- W2896074035 hasPublicationYear "2018" @default.
- W2896074035 type Work @default.
- W2896074035 sameAs 2896074035 @default.
- W2896074035 citedByCount "14" @default.
- W2896074035 countsByYear W28960740352019 @default.
- W2896074035 countsByYear W28960740352020 @default.
- W2896074035 countsByYear W28960740352021 @default.
- W2896074035 countsByYear W28960740352022 @default.
- W2896074035 countsByYear W28960740352023 @default.
- W2896074035 crossrefType "proceedings-article" @default.
- W2896074035 hasAuthorship W2896074035A5036227934 @default.
- W2896074035 hasAuthorship W2896074035A5040960179 @default.
- W2896074035 hasAuthorship W2896074035A5070164335 @default.
- W2896074035 hasBestOaLocation W28960740352 @default.
- W2896074035 hasConcept C106131492 @default.
- W2896074035 hasConcept C119857082 @default.
- W2896074035 hasConcept C139502532 @default.
- W2896074035 hasConcept C154945302 @default.
- W2896074035 hasConcept C2781067378 @default.
- W2896074035 hasConcept C31972630 @default.
- W2896074035 hasConcept C41008148 @default.
- W2896074035 hasConcept C58166 @default.
- W2896074035 hasConceptScore W2896074035C106131492 @default.
- W2896074035 hasConceptScore W2896074035C119857082 @default.
- W2896074035 hasConceptScore W2896074035C139502532 @default.
- W2896074035 hasConceptScore W2896074035C154945302 @default.
- W2896074035 hasConceptScore W2896074035C2781067378 @default.
- W2896074035 hasConceptScore W2896074035C31972630 @default.
- W2896074035 hasConceptScore W2896074035C41008148 @default.
- W2896074035 hasConceptScore W2896074035C58166 @default.
- W2896074035 hasLocation W28960740351 @default.
- W2896074035 hasLocation W28960740352 @default.
- W2896074035 hasLocation W28960740353 @default.
- W2896074035 hasLocation W28960740354 @default.
- W2896074035 hasLocation W28960740355 @default.
- W2896074035 hasOpenAccess W2896074035 @default.
- W2896074035 hasPrimaryLocation W28960740351 @default.
- W2896074035 hasRelatedWork W2899084033 @default.
- W2896074035 hasRelatedWork W3006943036 @default.
- W2896074035 hasRelatedWork W4200511449 @default.
- W2896074035 hasRelatedWork W4206534706 @default.
- W2896074035 hasRelatedWork W4229079080 @default.
- W2896074035 hasRelatedWork W4299487748 @default.
- W2896074035 hasRelatedWork W4312702461 @default.
- W2896074035 hasRelatedWork W4385957992 @default.
- W2896074035 hasRelatedWork W4385965371 @default.
- W2896074035 hasRelatedWork W4386025632 @default.
- W2896074035 isParatext "false" @default.
- W2896074035 isRetracted "false" @default.
- W2896074035 magId "2896074035" @default.
- W2896074035 workType "article" @default.