Publication:

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference

Date

2022
Journal article
https://doi.org/10.1109/TSIPN.2022.3180679
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dc.contributor.authorRodrigo, Esther
dc.contributor.authorHuu, Tien Do
dc.contributor.authorQin, Xuening
dc.contributor.authorHofman, Jelle
dc.contributor.authorPanzica La Manna, Valerio
dc.contributor.authorPhilips, Wilfried
dc.contributor.authorDeligiannis, Nikolaos
dc.contributor.imecauthorRodrigo, Esther
dc.contributor.imecauthorHuu, Tien Do
dc.contributor.imecauthorQin, Xuening
dc.contributor.imecauthorHofman, Jelle
dc.contributor.imecauthorPanzica La Manna, Valerio
dc.contributor.imecauthorPhilips, Wilfried
dc.contributor.imecauthorDeligiannis, Nikolaos
dc.contributor.orcidimecQin, Xuening::0000-0001-8643-3816
dc.contributor.orcidimecHofman, Jelle::0000-0002-3450-6531
dc.contributor.orcidimecPhilips, Wilfried::0000-0003-4456-4353
dc.contributor.orcidimecRodrigo, Esther::0000-0003-4129-3295
dc.contributor.orcidimecPanzica La Manna, Valerio::0000-0002-3868-4861
dc.contributor.orcidimecDeligiannis, Nikolaos::0000-0001-9300-5860
dc.date.accessioned2022-09-28T09:59:53Z
dc.date.available2022-07-02T02:26:03Z
dc.date.available2022-09-26T13:37:01Z
dc.date.available2022-09-28T09:59:53Z
dc.date.embargo2022-06-20
dc.date.issued2022
dc.description.wosFundingTextThis work was supported in part by the Research Foundation -Flanders (FWO) through the Ph.D. Fellowship Strategic Basic Research under Grant 1SC4521N, in part by IMEC under the AAA Project AI-based Air Quality Map and Analytics, and in part by the Flemish Government, under the "Onderzoeksprogramma Artificiele Intelligentie (AI) Vlaanderen" programme.
dc.identifier.doi10.1109/TSIPN.2022.3180679
dc.identifier.issn2373-776X
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/40037
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.source.beginpage499
dc.source.endpage513
dc.source.issue1
dc.source.journalIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
dc.source.numberofpages15
dc.source.volume8
dc.subject.keywordsSIGNALS
dc.subject.keywordsREGRESSION
dc.subject.keywordsPOLLUTION
dc.title

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference

dc.typeJournal article
dspace.entity.typePublication
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