dc.contributor.author | Verhaeghe, Jarne | |
dc.contributor.author | Van Der Donckt, Jeroen | |
dc.contributor.author | Ongenae, Femke | |
dc.contributor.author | Van Hoecke, Sofie | |
dc.date.accessioned | 2023-07-20T11:20:18Z | |
dc.date.available | 2023-06-17T20:17:25Z | |
dc.date.available | 2023-06-19T10:09:47Z | |
dc.date.available | 2023-07-20T11:20:18Z | |
dc.date.issued | 2023 | |
dc.identifier.isbn | 978-3-031-26386-6 | |
dc.identifier.issn | 2945-9133 | |
dc.identifier.other | WOS:000999035400005 | |
dc.identifier.uri | https://imec-publications.be/handle/20.500.12860/41750.3 | |
dc.source | WOS | |
dc.title | Powershap: A Power-Full Shapley Feature Selection Method | |
dc.type | Proceedings paper | |
dc.contributor.imecauthor | Verhaeghe, Jarne | |
dc.contributor.imecauthor | Van Der Donckt, Jeroen | |
dc.contributor.imecauthor | Ongenae, Femke | |
dc.contributor.imecauthor | Van Hoecke, Sofie | |
dc.contributor.orcidimec | Verhaeghe, Jarne::0000-0002-3322-150X | |
dc.contributor.orcidimec | Ongenae, Femke::0000-0003-2529-5477 | |
dc.contributor.orcidimec | Van Hoecke, Sofie::0000-0002-7865-6793 | |
dc.contributor.orcidimec | Van Der Donckt, Jeroen::0000-0002-9620-888X | |
dc.date.embargo | 2023-03-17 | |
dc.identifier.doi | 10.1007/978-3-031-26387-3_5 | |
dc.identifier.eisbn | 978-3-031-26387-3 | |
dc.source.numberofpages | 17 | |
dc.source.peerreview | yes | |
dc.source.beginpage | 71 | |
dc.source.endpage | 87 | |
dc.source.conference | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) | |
dc.source.conferencedate | SEP 19-23, 2022 | |
dc.source.conferencelocation | Grenoble | |
dc.source.journal | ECML PKDD 2022: Machine Learning and Knowledge Discovery in Databases | |
dc.source.volume | 13713 | |
imec.availability | Published - open access | |
dc.description.wosFundingText | Jarne Verhaeghe is funded by the Research Foundation Flanders (FWO, Ref. 1S59522N) and designed powershap. Jeroen Van Der Donckt implemented powershap as an sklearn component. Sofie Van Hoecke and Femke Ongenae supervised the project. A special thanks goes to Gilles Vandewiele for proof-reading the manuscript. | |