Comparing explanations from glass-box and black-box machine-learning models

2022
book section
conference proceedings
1
dc.affiliationWydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanejpl
dc.conferenceInternational Conference on Computational Science – ICCS 2022pl
dc.conferenceInternational Conference on Computational Science – ICCS 2022
dc.conference.cityLondyn
dc.conference.countryWielka Brytania
dc.conference.datefinish2022-06-23
dc.conference.datestart2022-06-21
dc.conference.indexscopustrue
dc.conference.indexwostrue
dc.conference.shortcutICCS
dc.contributor.authorKuk, Michałpl
dc.contributor.authorBobek, Szymon - 428058 pl
dc.contributor.authorNalepa, Grzegorz - 200414 pl
dc.contributor.editorGroen, Derekpl
dc.contributor.editorde Mulatier, Cléliapl
dc.contributor.editorPaszynski, Maciejpl
dc.contributor.editorKrzhizhanovskaya, Valeria V.pl
dc.contributor.editorDongarra, Jack J.pl
dc.contributor.editorSloot, Peter M. A.pl
dc.date.accessioned2022-11-08T09:30:27Z
dc.date.available2022-11-08T09:30:27Z
dc.date.issued2022pl
dc.description.conftypeinternationalpl
dc.description.physical668-675pl
dc.description.seriesLecture Notes in Computer Science
dc.description.seriesnumber13352
dc.identifier.doi10.1007/978-3-031-08757-8_55pl
dc.identifier.eisbn978-3-031-08757-8pl
dc.identifier.isbn978-3-031-08756-1pl
dc.identifier.projectXPM (Explainable Predictive Maintenance) project funded by the National Science Center, Poland under CHIST-ERA programme Grant Agreement No. 857925 (NCN UMO-2020/02/Y/ST6/00070)pl
dc.identifier.serieseissn1611-3349
dc.identifier.seriesissn0302-9743
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/303369
dc.languageengpl
dc.language.containerengpl
dc.pubinfoCham : Springerpl
dc.publisher.ministerialSpringerpl
dc.rightsDodaję tylko opis bibliograficzny*
dc.rights.licencebez licencji
dc.rights.uri*
dc.subject.enexplainable AIpl
dc.subject.enmachine learningpl
dc.subject.enartificial intelligencepl
dc.subject.endata miningpl
dc.subtypeConferenceProceedingspl
dc.titleComparing explanations from glass-box and black-box machine-learning modelspl
dc.title.containerComputational Science – ICCS 2022 : 22nd International Conference, London, UK, June 21–23, 2022, proceedings, part IIIpl
dc.typeBookSectionpl
dspace.entity.typePublication
dc.affiliationpl
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanej
dc.conferencepl
International Conference on Computational Science – ICCS 2022
dc.conference
International Conference on Computational Science – ICCS 2022
dc.conference.city
Londyn
dc.conference.country
Wielka Brytania
dc.conference.datefinish
2022-06-23
dc.conference.datestart
2022-06-21
dc.conference.indexscopus
true
dc.conference.indexwos
true
dc.conference.shortcut
ICCS
dc.contributor.authorpl
Kuk, Michał
dc.contributor.authorpl
Bobek, Szymon - 428058
dc.contributor.authorpl
Nalepa, Grzegorz - 200414
dc.contributor.editorpl
Groen, Derek
dc.contributor.editorpl
de Mulatier, Clélia
dc.contributor.editorpl
Paszynski, Maciej
dc.contributor.editorpl
Krzhizhanovskaya, Valeria V.
dc.contributor.editorpl
Dongarra, Jack J.
dc.contributor.editorpl
Sloot, Peter M. A.
dc.date.accessioned
2022-11-08T09:30:27Z
dc.date.available
2022-11-08T09:30:27Z
dc.date.issuedpl
2022
dc.description.conftypepl
international
dc.description.physicalpl
668-675
dc.description.series
Lecture Notes in Computer Science
dc.description.seriesnumber
13352
dc.identifier.doipl
10.1007/978-3-031-08757-8_55
dc.identifier.eisbnpl
978-3-031-08757-8
dc.identifier.isbnpl
978-3-031-08756-1
dc.identifier.projectpl
XPM (Explainable Predictive Maintenance) project funded by the National Science Center, Poland under CHIST-ERA programme Grant Agreement No. 857925 (NCN UMO-2020/02/Y/ST6/00070)
dc.identifier.serieseissn
1611-3349
dc.identifier.seriesissn
0302-9743
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/303369
dc.languagepl
eng
dc.language.containerpl
eng
dc.pubinfopl
Cham : Springer
dc.publisher.ministerialpl
Springer
dc.rights*
Dodaję tylko opis bibliograficzny
dc.rights.licence
bez licencji
dc.rights.uri*
dc.subject.enpl
explainable AI
dc.subject.enpl
machine learning
dc.subject.enpl
artificial intelligence
dc.subject.enpl
data mining
dc.subtypepl
ConferenceProceedings
dc.titlepl
Comparing explanations from glass-box and black-box machine-learning models
dc.title.containerpl
Computational Science – ICCS 2022 : 22nd International Conference, London, UK, June 21–23, 2022, proceedings, part III
dc.typepl
BookSection
dspace.entity.type
Publication

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