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Are contrastive explanations useful?

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dc.contributor.authorForrest, James
dc.contributor.authorSripada, Somayajulu
dc.contributor.authorPang, Wei
dc.contributor.authorCoghill, George M.
dc.contributor.institutionUniversity of Aberdeen.Natural & Computing Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Centre for Health Data Scienceen
dc.contributor.institutionUniversity of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)en
dc.contributor.institutionUniversity of Aberdeen.Computational Linguistics at Aberdeenen
dc.date.accessioned2021-08-18T23:04:03Z
dc.date.available2021-08-18T23:04:03Z
dc.date.issued2021-06-01
dc.descriptionFunding Information: Supported by EPSRC DTP Grant Number EP/N509814/1en
dc.description.statusPeer revieweden
dc.format.extent8
dc.format.extent567169
dc.identifier198864826
dc.identifierb88f5792-cf0c-4a0a-94ea-1dfe22f76b09
dc.identifier85109699711
dc.identifier.citationForrest, J, Sripada, S, Pang, W & Coghill, G M 2021, 'Are contrastive explanations useful?', Paper presented at 2021 SICSA eXplainable Artifical Intelligence Workshop, SICSA XAI 2021, Aberdeen, United Kingdom, 1/06/21 - 1/06/21 pp. 9-16.en
dc.identifier.citationconferenceen
dc.identifier.otherORCID: /0000-0002-2047-8277/work/98943110
dc.identifier.otherORCID: /0000-0002-5428-8383/work/98943185
dc.identifier.otherORCID: /0000-0002-1761-6659/work/98943264
dc.identifier.urihttps://hdl.handle.net/2164/16964
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85109699711&partnerID=8YFLogxKen
dc.language.isoeng
dc.relation.ispartofen
dc.subjectContrastive explanationsen
dc.subjectInterpretable MLen
dc.subjectXAIen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectGeneral Computer Scienceen
dc.subjectEngineering and Physical Sciences Research Council (EPSRC)en
dc.subjectEP/N509814/1en
dc.subject.lccQA75en
dc.titleAre contrastive explanations useful?en
dc.typeConference paperen

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